#
# intrinsic TRP fluorescence of dN-hFis1 monitored
# pep13 titrated against ∆N-hFis1 residues 9 - 125
# [dN-hFis1] = 10 µM 
# [pep13] = 0 - 2 mM
# data collected on 20180209
# Buffer: 100 mM HEPES pH 7.4, 200 mM NaCl, 1 mM DTT, 0.02% Na-Azide
# TRP excitation = 295 nm
# emission = 300 - 400nm
# 

library(tidyverse)
## ── Attaching packages ─────────────────────────────────── tidyverse 1.2.1 ──
## ✔ ggplot2 3.1.0     ✔ purrr   0.3.2
## ✔ tibble  2.0.1     ✔ dplyr   0.7.8
## ✔ tidyr   0.8.2     ✔ stringr 1.3.1
## ✔ readr   1.3.1     ✔ forcats 0.3.0
## ── Conflicts ────────────────────────────────────── tidyverse_conflicts() ──
## ✖ dplyr::filter() masks stats::filter()
## ✖ dplyr::lag()    masks stats::lag()
library(broom)
library(readxl)
library(minpack.lm)
library(gridExtra)
## 
## Attaching package: 'gridExtra'
## The following object is masked from 'package:dplyr':
## 
##     combine
# Import, tidy, and subtract peptide alone emission scan    --------------------

raw <- read_excel("20180209_dN_hFis1_pep13_TRP_fluor_data.xlsx", skip = 1)

# emission spectra without peptide alone subtraction
results <- raw %>%
  gather(., "tmp", "Fluorescence", 2:31) %>%
  separate(., "tmp", into = c("conc", "dN_hFis1", "ex_slit_width")) %>%
  separate(., "conc", into = c("conc", "del"), sep = "pep") %>%
  select(., -del) %>%
  mutate(., conc = parse_number(conc),
         dN_hFis1 = replace(dN_hFis1, dN_hFis1 == "dN", "+"),
         dN_hFis1 = replace(dN_hFis1, dN_hFis1 == "no", "-"),
         ex_slit_width = parse_number(ex_slit_width))

# difference emission spectra (ex slit width = 4): 
# difference emission spectra = dN-hFis1 em spectra - pep13 alone em spectra
corrected <- raw %>%
  mutate(., "0" = `0pep13_dN_4` - `0pep13_no_4`,
         "1" = `1pep13_dN_4` - `1pep13_no_4`,
         "3" = `3pep13_dN_4` - `3pep13_no_4`,
         "7" = `7pep13_dN_4` - `7pep13_no_4`,
         "10" = `10pep13_dN_4` - `10pep13_no_4`,
         "30" = `30pep13_dN_4` - `30pep13_no_4`,
         "70" = `70pep13_dN_4` - `70pep13_no_4`,
         "100" = `100pep13_dN_4` - `100pep13_no_4`,
         "300" = `300pep13_dN_4` - `300pep13_no_4`,
         "700" = `700pep13_dN_4` - `700pep13_no_4`,
         "1000" = `1000pep13_dN_4` - `1000pep13_no_4`,
         "1300" = `1300pep13_dN_4` - `1300pep13_no_4`,
         "2000" = `2000pep13_dN_4` - `2000pep13_no_4`) %>%
  select(., 1, 32:44) %>%
  gather(., "conc", "Fluorescence", 2:14) %>%
  mutate(., conc = parse_number(conc))

write_csv(corrected, "dN_hFis1_pep13_corrected.csv")

# Buffer subtraction from all emission spectra
buffer_corrected <- raw %>%
  mutate(., "0" = `0pep13_dN_4` - `0pep13_no_4`,
         "1" = `1pep13_dN_4` - `0pep13_no_4`,
         "3" = `3pep13_dN_4` - `0pep13_no_4`,
         "7" = `7pep13_dN_4` - `0pep13_no_4`,
         "10" = `10pep13_dN_4` - `0pep13_no_4`,
         "30" = `30pep13_dN_4` - `0pep13_no_4`,
         "70" = `70pep13_dN_4` - `0pep13_no_4`,
         "100" = `100pep13_dN_4` - `0pep13_no_4`,
         "300" = `300pep13_dN_4` - `0pep13_no_4`,
         "700" = `700pep13_dN_4` - `0pep13_no_4`,
         "1000" = `1000pep13_dN_4` - `0pep13_no_4`,
         "1300" = `1300pep13_dN_4` - `0pep13_no_4`,
         "2000" = `2000pep13_dN_4` - `0pep13_no_4`) %>%
  select(., 1, 32:44) %>%
  gather(., "conc", "Fluorescence", 2:14) %>%
  mutate(., conc = parse_number(conc))

# Visualize varied excitation slit width data  ---------------------------------

# first, plot 2 mM pep13 and dN-hFis1 emission spectra as function of slit width
results %>%
  filter(., conc == 0 & dN_hFis1 == "+" | conc == 2000 & dN_hFis1 == "-") %>% 
  ggplot(., aes(x = wavelength, y = Fluorescence, 
                shape = as.factor(ex_slit_width), color = as.factor(dN_hFis1))) +
  geom_point(size = 1) +
  geom_line(stat = "smooth", method = "loess", 
            span = 0.2, size = 1, alpha = 0.4) +
  geom_vline(xintercept = 333, color = "red", linetype = 2) +
  scale_x_continuous(limits = c(300, 400),
                     breaks = c(300, 320, 340, 360, 380, 400)) +
  #scale_y_continuous(limits = c(0, 320000),
  #                   breaks = c(0, 100000, 200000, 300000)) +
  labs(shape = "Excitation Slit Width:",
       #color = "dN-hFis1:",
       title = "TRP Emission Spectra as function of excitation slit width", 
       x = "Wavelength (nm)",
       y = "Fluorescence (AU)") +
  guides(shape = guide_legend(override.aes = list(size = 2))) +
  scale_color_manual("",
                     values = c("-" = "#51CC2C",
                                "+" = "#C22CCC"),
                     labels = c("-" = "2 mM pep13",
                                "+" = "10 µM dN-hFis1")) +
  theme_bw() +
  theme(axis.text = element_text(size = 14, color = "black"),
        #axis.title.x = element_text(size = 18),
        #axis.title.y = element_text(size = 18),
        panel.grid.major = element_blank(), 
        panel.grid.minor = element_blank(),
        #panel.border = element_blank(),
        #panel.background = element_blank(),
        #axis.line.x = element_line(colour = 'black', size=1, linetype='solid'),
        #axis.line.y = element_line(colour = 'black', size=1, linetype='solid'),
        legend.title = element_text(size = 14),
        legend.text = element_text(size = 14, color = "black"),
        legend.position = "top"
  )

ggsave("20180209_dN_hFis1_pep13_TRP_em_spectra_slit_widths.pdf", 
       width = 20, height = 12, dpi = 300, units = "cm")

# zoomed-in view to more easily observe emission spectra profiles
results %>%
  filter(., conc == 0 & dN_hFis1 == "+" | conc == 2000 & dN_hFis1 == "-") %>% 
  ggplot(., aes(x = wavelength, y = Fluorescence, 
                shape = as.factor(ex_slit_width), color = as.factor(dN_hFis1))) +
  geom_point(size = 1) +
  geom_line(stat = "smooth", method = "loess", 
            span = 0.2, size = 1, alpha = 0.4) +
  geom_vline(xintercept = 333, color = "red", linetype = 2) +
  scale_x_continuous(limits = c(300, 400),
                     breaks = c(300, 320, 340, 360, 380, 400)) +
  scale_y_continuous(limits = c(0, 8000),
                     breaks = c(0, 2000, 4000, 6000, 8000)) +
  labs(shape = "Excitation Slit Width:",
       #color = "dN-hFis1:",
       title = "TRP Emission Spectra as function of excitation slit width", 
       x = "Wavelength (nm)",
       y = "Fluorescence (AU)") +
  guides(shape = guide_legend(override.aes = list(size = 2))) +
  scale_color_manual("",
                     values = c("-" = "#51CC2C",
                                "+" = "#C22CCC"),
                     labels = c("-" = "2 mM pep13",
                                "+" = "10 µM dN-hFis1")) +
  theme_bw() +
  theme(axis.text = element_text(size = 14, color = "black"),
        #axis.title.x = element_text(size = 18),
        #axis.title.y = element_text(size = 18),
        panel.grid.major = element_blank(), 
        panel.grid.minor = element_blank(),
        #panel.border = element_blank(),
        #panel.background = element_blank(),
        #axis.line.x = element_line(colour = 'black', size=1, linetype='solid'),
        #axis.line.y = element_line(colour = 'black', size=1, linetype='solid'),
        legend.title = element_text(size = 14),
        legend.text = element_text(size = 14, color = "black"),
        legend.position = "top"
  )
## Warning: Removed 33 rows containing non-finite values (stat_smooth).
## Warning: Removed 33 rows containing missing values (geom_point).
## Warning: Removed 1 rows containing missing values (geom_path).

ggsave("20180209_dN_hFis1_pep13_TRP_em_spectra_slit_widths_zoom.pdf", 
       width = 20, height = 12, dpi = 300, units = "cm")
## Warning: Removed 33 rows containing non-finite values (stat_smooth).
## Warning: Removed 33 rows containing missing values (geom_point).
## Warning: Removed 1 rows containing missing values (geom_path).
# Does excitation slit width improve signal to noise between +/- pep13? --------
results %>%
  filter(., conc == 0 & dN_hFis1 == "+" & wavelength == 333 | 
           conc == 2000 & dN_hFis1 == "-" & wavelength == 333)
## # A tibble: 6 x 5
##   wavelength  conc dN_hFis1 ex_slit_width Fluorescence
##        <dbl> <dbl> <chr>            <dbl>        <dbl>
## 1        333  2000 -                    2        1006.
## 2        333  2000 -                    1         249.
## 3        333     0 +                    1         251.
## 4        333     0 +                    2        1123.
## 5        333     0 +                    4        4653.
## 6        333  2000 -                    4        4594.
results %>%
  filter(., conc == 0 & dN_hFis1 == "+" & wavelength == 340 | 
           conc == 2000 & dN_hFis1 == "-" & wavelength == 340)
## # A tibble: 6 x 5
##   wavelength  conc dN_hFis1 ex_slit_width Fluorescence
##        <dbl> <dbl> <chr>            <dbl>        <dbl>
## 1        340  2000 -                    2         682.
## 2        340  2000 -                    1         157.
## 3        340     0 +                    1         251.
## 4        340     0 +                    2        1124.
## 5        340     0 +                    4        4817.
## 6        340  2000 -                    4        2975.
results %>%
  filter(., conc == 0 & dN_hFis1 == "+" & wavelength == 320 | 
           conc == 2000 & dN_hFis1 == "-" & wavelength == 320)
## # A tibble: 6 x 5
##   wavelength  conc dN_hFis1 ex_slit_width Fluorescence
##        <dbl> <dbl> <chr>            <dbl>        <dbl>
## 1        320  2000 -                    2        2270.
## 2        320  2000 -                    1         498.
## 3        320     0 +                    1         198.
## 4        320     0 +                    2         906.
## 5        320     0 +                    4        3616.
## 6        320  2000 -                    4        9670.
# the ratio (at a specific wavelength) between apo dN-hFis1 and 2000 uM pep13
# are equal regardless of excitation slit width

# Visualize emission spectra, prior to viewing difference emission spectra  ----

# plot full window (wavelength 300 - 400) of all emission spectra at ex slit = 4
results %>%
  filter(., ex_slit_width == 4) %>%
  ggplot(., aes(x = wavelength, y = Fluorescence,
                color = as.factor(conc), shape = as.factor(dN_hFis1))) +
  geom_point(size = 1) +
  geom_line(stat = "smooth", method = "loess", span = 0.2, alpha = 0.4) +
  scale_x_continuous(limits = c(300, 400),
                     breaks = c(300, 310, 320, 330, 340, 350, 
                                360, 370, 380, 390, 400)) +
  scale_y_continuous(limits = c(0, 45000),
                     breaks = c(0, 10000, 20000, 30000, 40000)) +
  labs(color = "[pep13] (µM)",
       shape = "dN-hFis1",
       title = "TRP Emission Spectra of pep13 and dN-hFis1 + pep13", 
       x = "Wavelength (nm)",
       y = "Fluorescence (AU)") +
  guides(shape = guide_legend(override.aes = list(size = 2))) +
  theme_bw() +
  theme(axis.text = element_text(size = 14, color = "black"),
        #axis.title.x = element_text(size = 18),
        #axis.title.y = element_text(size = 18),
        panel.grid.major = element_blank(), 
        panel.grid.minor = element_blank(),
        #panel.border = element_blank(),
        #panel.background = element_blank(),
        #axis.line.x = element_line(colour = 'black', size=1, linetype='solid'),
        #axis.line.y = element_line(colour = 'black', size=1, linetype='solid'),
        legend.title = element_text(size = 14),
        legend.text = element_text(size = 14, color = "black")
  )

ggsave("20180209_dN_hFis1_pep13_TRP_em_spectra_all.pdf", 
       width = 18, height = 12, dpi = 300, units = "cm")

# plot full window (wavelength 300 - 400) of pep13 only emission spectra 
  # at ex slit = 4
results %>%
  filter(., ex_slit_width == 4 & dN_hFis1 == "-") %>%
  ggplot(., aes(x = wavelength, y = Fluorescence,
                color = as.factor(conc), shape = as.factor(dN_hFis1))) +
  geom_point(size = 1) +
  geom_line(stat = "smooth", method = "loess", span = 0.2, alpha = 0.4) +
  scale_x_continuous(limits = c(300, 400),
                     breaks = c(300, 310, 320, 330, 340, 350, 
                                360, 370, 380, 390, 400)) +
  scale_y_continuous(limits = c(0, 45000),
                     breaks = c(0, 10000, 20000, 30000, 40000)) +
  labs(color = "[pep13] (µM)",
       shape = "dN-hFis1",
       title = "TRP Emission Spectra of pep13", 
       x = "Wavelength (nm)",
       y = "Fluorescence (AU)") +
  guides(shape = guide_legend(override.aes = list(size = 2))) +
  theme_bw() +
  theme(axis.text = element_text(size = 14, color = "black"),
        #axis.title.x = element_text(size = 18),
        #axis.title.y = element_text(size = 18),
        panel.grid.major = element_blank(), 
        panel.grid.minor = element_blank(),
        #panel.border = element_blank(),
        #panel.background = element_blank(),
        #axis.line.x = element_line(colour = 'black', size=1, linetype='solid'),
        #axis.line.y = element_line(colour = 'black', size=1, linetype='solid'),
        legend.title = element_text(size = 14),
        legend.text = element_text(size = 14, color = "black")
  )

ggsave("20180209_dN_hFis1_pep13_TRP_em_spectra_pep13_only.pdf", 
       width = 18, height = 12, dpi = 300, units = "cm")

# plot full window (wavelength 300 - 400) of dN-hFis1 only emission spectra 
  # at ex slit = 4
results %>%
  filter(., ex_slit_width == 4 & dN_hFis1 == "+") %>%
  ggplot(., aes(x = wavelength, y = Fluorescence,
                color = as.factor(conc), shape = as.factor(dN_hFis1))) +
  geom_point(size = 1) +
  geom_line(stat = "smooth", method = "loess", span = 0.2, alpha = 0.4) +
  scale_x_continuous(limits = c(300, 400),
                     breaks = c(300, 310, 320, 330, 340, 350, 
                                360, 370, 380, 390, 400)) +
  scale_y_continuous(limits = c(0, 45000),
                     breaks = c(0, 10000, 20000, 30000, 40000)) +
  labs(color = "[pep13] (µM)",
       shape = "dN-hFis1",
       title = "TRP Emission Spectra of dN-hFis1 + pep13", 
       x = "Wavelength (nm)",
       y = "Fluorescence (AU)") +
  guides(shape = guide_legend(override.aes = list(size = 2))) +
  theme_bw() +
  theme(axis.text = element_text(size = 14, color = "black"),
        #axis.title.x = element_text(size = 18),
        #axis.title.y = element_text(size = 18),
        panel.grid.major = element_blank(), 
        panel.grid.minor = element_blank(),
        #panel.border = element_blank(),
        #panel.background = element_blank(),
        #axis.line.x = element_line(colour = 'black', size=1, linetype='solid'),
        #axis.line.y = element_line(colour = 'black', size=1, linetype='solid'),
        legend.title = element_text(size = 14),
        legend.text = element_text(size = 14, color = "black")
  )

ggsave("20180209_dN_hFis1_pep13_TRP_em_spectra_dN_hFis1.pdf", 
       width = 18, height = 12, dpi = 300, units = "cm")

# Re-plot em spectra with narrower wavelength window   -------------------------
# plot narrow window (wavelength 310 - 370) of all emission spectra 
 # at ex slit = 4
results %>%
  filter(., ex_slit_width == 4) %>%
  ggplot(., aes(x = wavelength, y = Fluorescence,
                color = as.factor(conc), shape = as.factor(dN_hFis1))) +
  geom_point(size = 1) +
  geom_line(stat = "smooth", method = "loess", span = 0.2, alpha = 0.4) +
  scale_x_continuous(limits = c(310, 370),
                     breaks = c(300, 310, 320, 330, 340, 350, 
                                360, 370, 380, 390, 400)) +
  scale_y_continuous(limits = c(0, 20000),
                     breaks = c(0, 5000, 10000, 15000, 20000)) +
  labs(color = "[pep13] (µM)",
       shape = "dN-hFis1",
       title = "TRP Emission Spectra of dN-hFis1 + pep13", 
       x = "Wavelength (nm)",
       y = "Fluorescence (AU)") +
  guides(shape = guide_legend(override.aes = list(size = 2))) +
  theme_bw() +
  theme(axis.text = element_text(size = 14, color = "black"),
        #axis.title.x = element_text(size = 18),
        #axis.title.y = element_text(size = 18),
        panel.grid.major = element_blank(), 
        panel.grid.minor = element_blank(),
        #panel.border = element_blank(),
        #panel.background = element_blank(),
        #axis.line.x = element_line(colour = 'black', size=1, linetype='solid'),
        #axis.line.y = element_line(colour = 'black', size=1, linetype='solid'),
        legend.title = element_text(size = 14),
        legend.text = element_text(size = 14, color = "black")
  )
## Warning: Removed 1040 rows containing non-finite values (stat_smooth).
## Warning: Removed 1040 rows containing missing values (geom_point).

ggsave("20180209_dN_hFis1_pep13_TRP_em_spectra_all_zoom.pdf", 
       width = 18, height = 12, dpi = 300, units = "cm")
## Warning: Removed 1040 rows containing non-finite values (stat_smooth).

## Warning: Removed 1040 rows containing missing values (geom_point).
# plot narrow window (wavelength 310 - 370) of pep13 only emission spectra 
  # at ex slit = 4
results %>%
  filter(., ex_slit_width == 4 & dN_hFis1 == "-") %>%
  ggplot(., aes(x = wavelength, y = Fluorescence,
                color = as.factor(conc), shape = as.factor(dN_hFis1))) +
  geom_point(size = 1) +
  geom_line(stat = "smooth", method = "loess", span = 0.2, alpha = 0.4) +
  scale_x_continuous(limits = c(310, 370),
                     breaks = c(300, 310, 320, 330, 340, 350, 
                                360, 370, 380, 390, 400)) +
  scale_y_continuous(limits = c(0, 20000),
                     breaks = c(0, 5000, 10000, 15000, 20000)) +
  labs(color = "[pep13] (µM)",
       shape = "dN-hFis1",
       title = "TRP Emission Spectra of pep13", 
       x = "Wavelength (nm)",
       y = "Fluorescence (AU)") +
  guides(shape = guide_legend(override.aes = list(size = 2))) +
  theme_bw() +
  theme(axis.text = element_text(size = 14, color = "black"),
        #axis.title.x = element_text(size = 18),
        #axis.title.y = element_text(size = 18),
        panel.grid.major = element_blank(), 
        panel.grid.minor = element_blank(),
        #panel.border = element_blank(),
        #panel.background = element_blank(),
        #axis.line.x = element_line(colour = 'black', size=1, linetype='solid'),
        #axis.line.y = element_line(colour = 'black', size=1, linetype='solid'),
        legend.title = element_text(size = 14),
        legend.text = element_text(size = 14, color = "black")
  )
## Warning: Removed 520 rows containing non-finite values (stat_smooth).
## Warning: Removed 520 rows containing missing values (geom_point).

ggsave("20180209_dN_hFis1_pep13_TRP_em_spectra_pep13_only_zoom.pdf", 
       width = 18, height = 12, dpi = 300, units = "cm")
## Warning: Removed 520 rows containing non-finite values (stat_smooth).

## Warning: Removed 520 rows containing missing values (geom_point).
# plot narrow window (wavelength 310 - 370) of dN-hFis1 only emission spectra 
  # at ex slit = 4
results %>%
  filter(., ex_slit_width == 4 & dN_hFis1 == "+") %>%
  ggplot(., aes(x = wavelength, y = Fluorescence,
                color = as.factor(conc), shape = as.factor(dN_hFis1))) +
  geom_point(size = 1) +
  geom_line(stat = "smooth", method = "loess", span = 0.2, alpha = 0.4) +
  scale_x_continuous(limits = c(310, 370),
                     breaks = c(300, 310, 320, 330, 340, 350, 
                                360, 370, 380, 390, 400)) +
  scale_y_continuous(limits = c(0, 20000),
                     breaks = c(0, 5000, 10000, 15000, 20000)) +
  labs(color = "[pep13] (µM)",
       shape = "dN-hFis1",
       title = "TRP Emission Spectra of dN-hFis1 + pep13", 
       x = "Wavelength (nm)",
       y = "Fluorescence (AU)") +
  guides(shape = guide_legend(override.aes = list(size = 2))) +
  theme_bw() +
  theme(axis.text = element_text(size = 14, color = "black"),
        #axis.title.x = element_text(size = 18),
        #axis.title.y = element_text(size = 18),
        panel.grid.major = element_blank(), 
        panel.grid.minor = element_blank(),
        #panel.border = element_blank(),
        #panel.background = element_blank(),
        #axis.line.x = element_line(colour = 'black', size=1, linetype='solid'),
        #axis.line.y = element_line(colour = 'black', size=1, linetype='solid'),
        legend.title = element_text(size = 14),
        legend.text = element_text(size = 14, color = "black")
  )
## Warning: Removed 520 rows containing non-finite values (stat_smooth).

## Warning: Removed 520 rows containing missing values (geom_point).

ggsave("20180209_dN_hFis1_pep13_TRP_em_spectra_dN_hFis1_zoom.pdf", 
       width = 18, height = 12, dpi = 300, units = "cm")
## Warning: Removed 520 rows containing non-finite values (stat_smooth).

## Warning: Removed 520 rows containing missing values (geom_point).
# Visualize difference emission spectra   --------------------------------------

# plot full window (wavelength 310 - 400) of differene emission spectra
  # at ex slit = 4
  # some problem occured with 30 uM pep13 measurement so it was excluded
corrected %>%
  filter(., wavelength >= 310 & conc != 30) %>%
  ggplot(., aes(x = wavelength, y = Fluorescence,
                color = as.factor(conc))) +
  geom_point(size = 1) +
  geom_line(stat = "smooth", method = "loess", span = 0.2, alpha = 0.4) +
  scale_x_continuous(limits = c(310, 400),
                     breaks = c(310, 320, 330, 340, 350, 
                                360, 370, 380, 390, 400)) +
  scale_y_continuous(limits = c(0, 8000),
                     breaks = c(0, 2000, 4000, 6000, 8000)) +
  labs(color = "[pep13] (µM)",
       shape = "dN-hFis1",
       title = "Difference TRP Emission Spectra of dN-hFis1 + pep13", 
       x = "Wavelength (nm)",
       y = "Fluorescence (AU)") +
  guides(shape = guide_legend(override.aes = list(size = 2))) +
  theme_bw() +
  theme(axis.text = element_text(size = 14, color = "black"),
        #axis.title.x = element_text(size = 18),
        #axis.title.y = element_text(size = 18),
        panel.grid.major = element_blank(), 
        panel.grid.minor = element_blank(),
        #panel.border = element_blank(),
        #panel.background = element_blank(),
        #axis.line.x = element_line(colour = 'black', size=1, linetype='solid'),
        #axis.line.y = element_line(colour = 'black', size=1, linetype='solid'),
        legend.title = element_text(size = 14),
        legend.text = element_text(size = 14, color = "black")
  )

ggsave("20180209_dN_hFis1_pep13_TRP_em_spectra_all_corrected.pdf", 
       width = 18, height = 12, dpi = 300, units = "cm")

# plot full window (wavelength 310 - 400) of differene emission spectra
# at ex slit = 4
# some problem occured with 30 uM pep13 measurement so it was excluded
corrected %>%
  filter(., wavelength >= 310 & conc != 30) %>%
  ggplot(., aes(x = wavelength, y = Fluorescence,
                color = as.factor(conc))) +
  geom_line(stat = "smooth", method = "loess", span = 0.2, alpha = 0.8) +
  scale_x_continuous(limits = c(310, 400),
                     breaks = c(310, 320, 330, 340, 350, 
                                360, 370, 380, 390, 400)) +
  scale_y_continuous(limits = c(0, 8000),
                     breaks = c(0, 2000, 4000, 6000, 8000)) +
  labs(color = "[pep13] (µM)",
       shape = "dN-hFis1",
       title = "Difference TRP Emission Spectra of dN-hFis1 + pep13", 
       x = "Wavelength (nm)",
       y = "Fluorescence (AU)") +
  guides(shape = guide_legend(override.aes = list(size = 2))) +
  theme_bw() +
  theme(axis.text = element_text(size = 14, color = "black"),
        #axis.title.x = element_text(size = 18),
        #axis.title.y = element_text(size = 18),
        panel.grid.major = element_blank(), 
        panel.grid.minor = element_blank(),
        #panel.border = element_blank(),
        #panel.background = element_blank(),
        #axis.line.x = element_line(colour = 'black', size=1, linetype='solid'),
        #axis.line.y = element_line(colour = 'black', size=1, linetype='solid'),
        legend.title = element_text(size = 14),
        legend.text = element_text(size = 14, color = "black")
  )

ggsave("20180209_dN_hFis1_pep13_TRP_em_spectra_all_corrected_lines.pdf", 
       width = 18, height = 12, dpi = 300, units = "cm")

# plot window (wavelength 310 - 370) of differene emission spectra
  # at ex slit = 4, to be used for Kd determination
  # some problem occured with 30 uM pep13 measurement so it was excluded
corrected %>%
  filter(., wavelength >= 310 & wavelength <= 370 & conc != 30) %>%
  ggplot(., aes(x = wavelength, y = Fluorescence,
                color = as.factor(conc))) +
  geom_point(size = 1) +
  geom_line(stat = "smooth", method = "loess", span = 0.2, alpha = 0.4) +
  scale_x_continuous(limits = c(310, 370),
                     breaks = c(310, 320, 330, 340, 350, 360, 370)) +
  scale_y_continuous(limits = c(0, 8000),
                     breaks = c(0, 2000, 4000, 6000, 8000)) +
  labs(color = "[pep13] (µM)",
       shape = "dN-hFis1",
       title = "Difference TRP Emission Spectra of dN-hFis1 + pep13", 
       x = "Wavelength (nm)",
       y = "Fluorescence (AU)") +
  guides(shape = guide_legend(override.aes = list(size = 2))) +
  theme_bw() +
  theme(axis.text = element_text(size = 14, color = "black"),
        #axis.title.x = element_text(size = 18),
        #axis.title.y = element_text(size = 18),
        panel.grid.major = element_blank(), 
        panel.grid.minor = element_blank(),
        #panel.border = element_blank(),
        #panel.background = element_blank(),
        #axis.line.x = element_line(colour = 'black', size=1, linetype='solid'),
        #axis.line.y = element_line(colour = 'black', size=1, linetype='solid'),
        legend.title = element_text(size = 14),
        legend.text = element_text(size = 14, color = "black")
  )

ggsave("20180209_dN_hFis1_pep13_TRP_em_spectra_all_corrected_window.pdf", 
       width = 18, height = 12, dpi = 300, units = "cm")

# Determine Kd by average emission wavelength   --------------------------------

# plot window to determine Kd 
buffer_corrected %>%
  filter(., wavelength >= 310 & wavelength <= 370) %>%
  ggplot(., aes(x = wavelength, y = Fluorescence, color = as.factor(conc))) +
  geom_point(size = 1) +
  geom_smooth(method = "loess", span = 0.3, size = 0.5) +
  scale_x_continuous(limits = c(310, 370),
                     breaks = c(310, 320, 330, 340, 350, 360, 370)) +
  scale_y_continuous(limits = c(0, 17000),
                     breaks = c(0, 5000, 10000, 15000)) +
  labs(color = "[pep13] (µM)",
       title = "TRP Emission Spectra of dN-hFis1 + pep13", 
       x = "Wavelength (nm)",
       y = "Fluorescence (AU)") +
  theme_bw() +
  theme(axis.text = element_text(size = 14, color = "black"),
        #axis.title.x = element_text(size = 18),
        #axis.title.y = element_text(size = 18),
        panel.grid.major = element_blank(), 
        panel.grid.minor = element_blank(),
        #panel.border = element_blank(),
        #panel.background = element_blank(),
        #axis.line.x = element_line(colour = 'black', size=1, linetype='solid'),
        #axis.line.y = element_line(colour = 'black', size=1, linetype='solid'),
        legend.title = element_text(size = 16),
        legend.text = element_text(size = 14, color = "black")
  )

ggsave("20180209_dN_hFis1_pep13_TRP_em_spectra_avgEM_window.pdf", 
       width = 18, height = 12, dpi = 300, units = "cm")

# Determination of Kd by computing average emission wavelength against ln[conc]
  # Natural log (ln) is computed with log(x)
avg_em_lamda <- buffer_corrected %>%
  filter(., wavelength >= 310 & wavelength <= 370) %>%
  group_by(., conc) %>%
  mutate(., "IxF" = Fluorescence*wavelength) %>%
  summarise_at(., vars(IxF, Fluorescence), funs(sum)) %>%
  rename(., "sumF" = Fluorescence) %>%
  mutate(., "avgLAMDA" = IxF/sumF,
         "lnC" = log(conc)) #computes natural log of concentration

# visualize model fitting
plotCSM <- avg_em_lamda %>%
  filter(., lnC >= 0) %>%
  ggplot(., aes(x = lnC, y = avgLAMDA)) +
  geom_point(shape = 15) +
  geom_line(stat = "smooth", method = "nlsLM",
            formula = y ~ a + ((b - a) / (1 + exp((kd - x)/c))),
            method.args = list(start = c(a = 330,
                                         b = 340,
                                         c = -1,
                                         kd = 10),
                               control = nls.control(maxiter = 100, tol = 1e-6)),
            se = FALSE,        
            fullrange = TRUE,  
            size = 1,
            alpha = 0.6, 
            color = "purple") +
  scale_x_continuous(limits = c(0, 8),
                     breaks = c(0, 2, 4, 6, 8)) +
  #scale_y_continuous(limits = c(330, 342),
   #                  breaks = c(330, 332, 334, 336, 338, 340, 342)) +
  labs(x = "ln([pep13]) (µM)", y = "Average Emission Wavelength (nm)") +
  theme_bw() +
  theme(axis.text = element_text(size = 12, color = "black"),
        axis.title.x = element_text(size = 12),
        axis.title.y = element_text(size = 12),
        panel.grid.major = element_blank(), 
        panel.grid.minor = element_blank()
  )
plotCSM

ggsave("20180209_dN_hFis1_pep13_TRP_Kd_plot.pdf", 
       width = 18, height = 12, dpi = 300, units = "cm")

# calculate Kd from model fitting
Kd_fit <- avg_em_lamda %>%
  do(tidy(nlsLM(avgLAMDA ~ a + ((b - a) / (1 + exp((kd - lnC)/c))),
                start = list(a = 330, b = 340, c = -1, kd = 10), trace = TRUE, 
                control = nls.control(maxiter = 200, tol = 1e-6), .)))
## It.    0, RSS =    94.4843, Par. =        330        340         -1         10
## It.    1, RSS =    59.7652, Par. =    113.997    340.286   -6.64139    39.0392
## It.    2, RSS =    36.9967, Par. =    110.625    340.201   -7.15361    37.7374
## It.    3, RSS =    26.9149, Par. =    102.887    341.185   -7.37714    35.2757
## It.    4, RSS =    17.7388, Par. =    72.3419    342.497   -6.74346    31.7341
## It.    5, RSS =    14.4154, Par. =    12.6074    342.212   -5.19494    27.8336
## It.    6, RSS =    6.60433, Par. =   -35.1272    341.824   -3.99641    23.3652
## It.    7, RSS =    4.15566, Par. =   -59.7948    341.509   -3.44283    21.3525
## It.    8, RSS =    2.10595, Par. =   -104.106    340.903   -2.45018    17.8264
## It.    9, RSS =   0.221385, Par. =   -128.291    340.578   -1.92747    15.5851
## It.   10, RSS =   0.181477, Par. =   -132.104    340.498   -1.84212    15.2371
## It.   11, RSS =   0.180835, Par. =   -126.266    340.489   -1.82886    15.1573
## It.   12, RSS =   0.180709, Par. =   -110.508    340.489   -1.82847     15.093
## It.   13, RSS =   0.180527, Par. =   -94.8089    340.489   -1.82775    15.0244
## It.   14, RSS =   0.180385, Par. =   -87.5745    340.489   -1.82739    14.9909
## It.   15, RSS =    0.18024, Par. =     -73.09    340.489   -1.82668    14.9249
## It.   16, RSS =    0.18009, Par. =   -65.5713    340.489   -1.82626    14.8884
## It.   17, RSS =   0.179936, Par. =   -50.5236    340.489   -1.82545     14.816
## It.   18, RSS =   0.179708, Par. =   -35.5341    340.488   -1.82455      14.74
## It.   19, RSS =   0.179529, Par. =   -29.4801    340.488   -1.82413     14.707
## It.   20, RSS =   0.179356, Par. =   -17.3444    340.488   -1.82334    14.6428
## It.   21, RSS =   0.179178, Par. =   -9.58461    340.488   -1.82277    14.5993
## It.   22, RSS =   0.179007, Par. =    5.93177    340.488   -1.82164    14.5121
## It.   23, RSS =   0.178697, Par. =    21.3517    340.487   -1.82038    14.4198
## It.   24, RSS =   0.178363, Par. =    36.6878    340.487   -1.81899    14.3232
## It.   25, RSS =      0.178, Par. =    51.9291    340.486   -1.81747     14.222
## It.   26, RSS =   0.177606, Par. =    67.0617    340.486    -1.8158    14.1159
## It.   27, RSS =   0.177177, Par. =    82.0698    340.486   -1.81395    14.0045
## It.   28, RSS =   0.176709, Par. =    96.9343    340.485    -1.8119    13.8872
## It.   29, RSS =   0.176197, Par. =    111.633    340.484   -1.80962    13.7636
## It.   30, RSS =   0.175637, Par. =     126.14    340.484   -1.80707    13.6333
## It.   31, RSS =   0.175023, Par. =    140.424    340.483   -1.80421    13.4955
## It.   32, RSS =   0.174348, Par. =    154.448    340.482   -1.80098    13.3498
## It.   33, RSS =   0.173605, Par. =    168.172    340.481   -1.79732    13.1955
## It.   34, RSS =   0.172782, Par. =    181.545     340.48   -1.79317    13.0321
## It.   35, RSS =   0.171867, Par. =    194.514    340.479   -1.78842    12.8591
## It.   36, RSS =    0.17084, Par. =    207.018    340.478   -1.78299    12.6761
## It.   37, RSS =   0.169678, Par. =    218.991    340.476   -1.77676    12.4827
## It.   38, RSS =   0.168344, Par. =    230.369    340.474   -1.76959     12.279
## It.   39, RSS =   0.166794, Par. =    241.086    340.472   -1.76133    12.0651
## It.   40, RSS =   0.164727, Par. =    250.909     340.47   -1.75189    11.8452
## It.   41, RSS =   0.162115, Par. =    259.673    340.467   -1.74133    11.6246
## It.   42, RSS =   0.159381, Par. =    267.519    340.464   -1.72971     11.404
## It.   43, RSS =   0.156472, Par. =    274.542     340.46   -1.71695    11.1833
## It.   44, RSS =   0.153399, Par. =    280.831    340.456   -1.70297    10.9627
## It.   45, RSS =    0.15018, Par. =    286.462    340.452   -1.68766    10.7424
## It.   46, RSS =   0.146841, Par. =    291.507    340.447   -1.67095    10.5226
## It.   47, RSS =   0.143419, Par. =    296.026    340.442   -1.65272    10.3035
## It.   48, RSS =   0.139964, Par. =    300.074    340.436   -1.63291    10.0855
## It.   49, RSS =   0.136434, Par. =    303.618     340.43   -1.61186    9.87359
## It.   50, RSS =   0.133065, Par. =    306.649    340.423    -1.5902    9.67349
## It.   51, RSS =   0.130579, Par. =    309.613    340.416   -1.56541    9.46075
## It.   52, RSS =   0.127855, Par. =    312.254    340.407   -1.53853    9.25009
## It.   53, RSS =   0.125772, Par. =    314.624    340.398   -1.50965    9.04243
## It.   54, RSS =   0.124502, Par. =    316.751    340.388   -1.47873    8.83826
## It.   55, RSS =   0.123131, Par. =     317.58    340.383   -1.46242    8.74591
## It.   56, RSS =   0.123097, Par. =    317.639    340.382   -1.46044    8.73792
## It.   57, RSS =   0.123097, Par. =    317.658    340.381   -1.46007     8.7359
## It.   58, RSS =   0.123097, Par. =     317.66    340.381   -1.46002    8.73565
## It.   59, RSS =   0.123097, Par. =     317.66    340.381   -1.46001    8.73561
write_csv(Kd_fit, "20180209_dN_hFis1_pep13_Kd_fit.csv")

Kd_fit
## # A tibble: 4 x 5
##   term  estimate std.error statistic  p.value
##   <chr>    <dbl>     <dbl>     <dbl>    <dbl>
## 1 a       318.      8.57       37.1  3.74e-11
## 2 b       340.      0.0731   4657.   4.94e-30
## 3 c        -1.46    0.147      -9.96 3.69e- 6
## 4 kd        8.74    0.885       9.87 3.97e- 6
# Inspect fit (Avg emission wavelength)   --------------------------------------
Kd_residuals <- avg_em_lamda %>%
  do(augment(nlsLM(avgLAMDA ~ a + ((b - a) / (1 + exp((kd - lnC)/c))),
                start = list(a = 330, b = 340, c = -1, kd = 10), trace = TRUE, 
                control = nls.control(maxiter = 200, tol = 1e-6), .)))
## It.    0, RSS =    94.4843, Par. =        330        340         -1         10
## It.    1, RSS =    59.7652, Par. =    113.997    340.286   -6.64139    39.0392
## It.    2, RSS =    36.9967, Par. =    110.625    340.201   -7.15361    37.7374
## It.    3, RSS =    26.9149, Par. =    102.887    341.185   -7.37714    35.2757
## It.    4, RSS =    17.7388, Par. =    72.3419    342.497   -6.74346    31.7341
## It.    5, RSS =    14.4154, Par. =    12.6074    342.212   -5.19494    27.8336
## It.    6, RSS =    6.60433, Par. =   -35.1272    341.824   -3.99641    23.3652
## It.    7, RSS =    4.15566, Par. =   -59.7948    341.509   -3.44283    21.3525
## It.    8, RSS =    2.10595, Par. =   -104.106    340.903   -2.45018    17.8264
## It.    9, RSS =   0.221385, Par. =   -128.291    340.578   -1.92747    15.5851
## It.   10, RSS =   0.181477, Par. =   -132.104    340.498   -1.84212    15.2371
## It.   11, RSS =   0.180835, Par. =   -126.266    340.489   -1.82886    15.1573
## It.   12, RSS =   0.180709, Par. =   -110.508    340.489   -1.82847     15.093
## It.   13, RSS =   0.180527, Par. =   -94.8089    340.489   -1.82775    15.0244
## It.   14, RSS =   0.180385, Par. =   -87.5745    340.489   -1.82739    14.9909
## It.   15, RSS =    0.18024, Par. =     -73.09    340.489   -1.82668    14.9249
## It.   16, RSS =    0.18009, Par. =   -65.5713    340.489   -1.82626    14.8884
## It.   17, RSS =   0.179936, Par. =   -50.5236    340.489   -1.82545     14.816
## It.   18, RSS =   0.179708, Par. =   -35.5341    340.488   -1.82455      14.74
## It.   19, RSS =   0.179529, Par. =   -29.4801    340.488   -1.82413     14.707
## It.   20, RSS =   0.179356, Par. =   -17.3444    340.488   -1.82334    14.6428
## It.   21, RSS =   0.179178, Par. =   -9.58461    340.488   -1.82277    14.5993
## It.   22, RSS =   0.179007, Par. =    5.93177    340.488   -1.82164    14.5121
## It.   23, RSS =   0.178697, Par. =    21.3517    340.487   -1.82038    14.4198
## It.   24, RSS =   0.178363, Par. =    36.6878    340.487   -1.81899    14.3232
## It.   25, RSS =      0.178, Par. =    51.9291    340.486   -1.81747     14.222
## It.   26, RSS =   0.177606, Par. =    67.0617    340.486    -1.8158    14.1159
## It.   27, RSS =   0.177177, Par. =    82.0698    340.486   -1.81395    14.0045
## It.   28, RSS =   0.176709, Par. =    96.9343    340.485    -1.8119    13.8872
## It.   29, RSS =   0.176197, Par. =    111.633    340.484   -1.80962    13.7636
## It.   30, RSS =   0.175637, Par. =     126.14    340.484   -1.80707    13.6333
## It.   31, RSS =   0.175023, Par. =    140.424    340.483   -1.80421    13.4955
## It.   32, RSS =   0.174348, Par. =    154.448    340.482   -1.80098    13.3498
## It.   33, RSS =   0.173605, Par. =    168.172    340.481   -1.79732    13.1955
## It.   34, RSS =   0.172782, Par. =    181.545     340.48   -1.79317    13.0321
## It.   35, RSS =   0.171867, Par. =    194.514    340.479   -1.78842    12.8591
## It.   36, RSS =    0.17084, Par. =    207.018    340.478   -1.78299    12.6761
## It.   37, RSS =   0.169678, Par. =    218.991    340.476   -1.77676    12.4827
## It.   38, RSS =   0.168344, Par. =    230.369    340.474   -1.76959     12.279
## It.   39, RSS =   0.166794, Par. =    241.086    340.472   -1.76133    12.0651
## It.   40, RSS =   0.164727, Par. =    250.909     340.47   -1.75189    11.8452
## It.   41, RSS =   0.162115, Par. =    259.673    340.467   -1.74133    11.6246
## It.   42, RSS =   0.159381, Par. =    267.519    340.464   -1.72971     11.404
## It.   43, RSS =   0.156472, Par. =    274.542     340.46   -1.71695    11.1833
## It.   44, RSS =   0.153399, Par. =    280.831    340.456   -1.70297    10.9627
## It.   45, RSS =    0.15018, Par. =    286.462    340.452   -1.68766    10.7424
## It.   46, RSS =   0.146841, Par. =    291.507    340.447   -1.67095    10.5226
## It.   47, RSS =   0.143419, Par. =    296.026    340.442   -1.65272    10.3035
## It.   48, RSS =   0.139964, Par. =    300.074    340.436   -1.63291    10.0855
## It.   49, RSS =   0.136434, Par. =    303.618     340.43   -1.61186    9.87359
## It.   50, RSS =   0.133065, Par. =    306.649    340.423    -1.5902    9.67349
## It.   51, RSS =   0.130579, Par. =    309.613    340.416   -1.56541    9.46075
## It.   52, RSS =   0.127855, Par. =    312.254    340.407   -1.53853    9.25009
## It.   53, RSS =   0.125772, Par. =    314.624    340.398   -1.50965    9.04243
## It.   54, RSS =   0.124502, Par. =    316.751    340.388   -1.47873    8.83826
## It.   55, RSS =   0.123131, Par. =     317.58    340.383   -1.46242    8.74591
## It.   56, RSS =   0.123097, Par. =    317.639    340.382   -1.46044    8.73792
## It.   57, RSS =   0.123097, Par. =    317.658    340.381   -1.46007     8.7359
## It.   58, RSS =   0.123097, Par. =     317.66    340.381   -1.46002    8.73565
## It.   59, RSS =   0.123097, Par. =     317.66    340.381   -1.46001    8.73561
write_csv(Kd_residuals, "20180209_dN_hFis1_pep13_Kd_residuals.csv")

Kd_residuals
## # A tibble: 13 x 4
##    avgLAMDA     lnC .fitted  .resid
##       <dbl>   <dbl>   <dbl>   <dbl>
##  1     340. -Inf       340.  0.0668
##  2     340.    0       340.  0.111 
##  3     340.    1.10    340.  0.0297
##  4     340.    1.95    340. -0.106 
##  5     340.    2.30    340. -0.125 
##  6     340.    3.40    340. -0.0560
##  7     339.    4.25    339. -0.0112
##  8     339.    4.61    339.  0.0102
##  9     338.    5.70    338.  0.136 
## 10     336.    6.55    336.  0.114 
## 11     335.    6.91    335. -0.155 
## 12     334.    7.17    335. -0.106 
## 13     333.    7.60    333.  0.0916
res_csm <- Kd_residuals %>%
  filter(., lnC >= 0) %>%
  ggplot(., aes(x = lnC, y = .resid)) +
  geom_point(shape = 15) +
  geom_hline(yintercept = 0, color = "red", linetype = 2) +
  scale_x_continuous(limits = c(0, 8),
                     breaks = c(0, 2, 4, 6, 8)) +
  scale_y_continuous(limits = c(-0.17, 0.17),
                     breaks = c(-0.15, 0, 0.15)) +
  labs(x = "ln [pep13] (µM)", y = "Residuals") +
  theme_bw() +
  theme(axis.text = element_text(size = 12, color = "black"),
        axis.title.x = element_text(size = 12),
        axis.title.y = element_text(size = 12),
        panel.grid.major = element_blank(), 
        panel.grid.minor = element_blank()
  )
res_csm

ggsave("20180209_dN_hFis1_pep13_TRP_Kd_residuals_plot.pdf", 
       width = 18, height = 6, dpi = 300, units = "cm")

# Final plot of central spectral mass -------------------------------------

# Generate layout matrix to plot residuals at 1/3 size of regression plot
lay <- cbind(c(1, 2, 2))

plot_csm <- grid.arrange(grobs = list(res_csm, plotCSM), layout_matrix = lay)

suppressWarnings(ggsave("final_plot_dN_pep13_center_spectral_mass.pdf", plot_csm,
                        width = 10, height = 10, units = "cm"))
ggsave("final_plot_dN_pep13_centrer_spectral_mass.png", plot_csm,
       width = 10, height = 10, units = "cm")

# Determine Kd by change in inverse Fluorescence intensity    --------------------------

# Determination of Kd by change in Fluorescence Intensity against ln[conc]
# After analysis, this is not an appropriate method to fit this data
# compute change in Fluorescence (from apo state)
tmp <- buffer_corrected %>%
  filter(., wavelength >= 320 & wavelength <= 370 & conc == 0) %>%
  mutate(., "zero" = Fluorescence)
  
df_changeF <- buffer_corrected %>%
  filter(., wavelength >= 320 & wavelength <= 370) %>%
  left_join(., tmp, by = c("wavelength")) %>%
  select(., wavelength, conc.x, Fluorescence.x, zero) %>%
  rename(., "conc" = conc.x,
         "Fluorescence" = Fluorescence.x) %>%
  mutate(., "changeF" = Fluorescence - zero,
         "inv_F" = 1/Fluorescence, 
         "inv_conc" = 1/conc,
         "lnC" = log(conc))

# visualize model fitting
df_changeF %>%
  filter(., wavelength >= 320 & wavelength <= 355 & lnC >= 0) %>%
  ggplot(., aes(x = lnC, y = inv_F)) +
  geom_point() +
  facet_wrap(~ wavelength) +
  geom_line(stat = "smooth", method = "nlsLM",
            formula = y ~ a + ((b - a) / (1 + exp((kd - x)/c))),
            method.args = list(start = c(a = 0.0001,
                                         b = 0.0002,
                                         c = -2,
                                         kd = 10),
                               control = nls.control(maxiter = 100, tol = 1e-6)),
            se = FALSE,        
            fullrange = TRUE,  
            size = 1,
            alpha = 0.6, 
            color = "purple") +
  scale_x_continuous(limits = c(0, 10),
                     breaks = c(0, 2, 4, 6, 8, 10)) +
  #scale_y_continuous(limits = c(0.00008, 0.0003),
   #                  breaks = c(0.0001, 0.0002, 0.0003),
    #                 labels = scales::comma) +
  labs(title = "Kd Determination by nlsLM of 1/F vs. ln[pep13] at λ",
       x = "ln [pep13] (µM)", y = "1/F (AU)") +
  theme_bw() +
  theme(axis.text = element_text(size = 14, color = "black"),
        axis.title.x = element_text(size = 16),
        axis.title.y = element_text(size = 16),
        panel.grid.major = element_blank(), 
        panel.grid.minor = element_blank()
  )

ggsave("20180209_dN_hFis1_pep13_TRP_Kd_plot_intensity.png", 
       width = 28, height = 24, dpi = 300, units = "cm")

# calculate Kd from model fitting
Kd_intensity <-  df_changeF %>%
  filter(., wavelength >= 320 & wavelength <= 355 & lnC >= 0) %>%
  group_by(., wavelength) %>%
  do(tidy(nlsLM(inv_F ~ a + ((b - a) / (1 + exp((kd - lnC)/c))),
                start = list(a = 0.0001, b = 0.0002, c = -2, kd = 10), 
          trace = TRUE,
          control = nls.control(maxiter = 200, tol = 1e-6), .))) %>%
  spread(., key = term, value = estimate)
## It.    0, RSS = 5.70882e-08, Par. =     0.0001     0.0002         -2         10
## It.    1, RSS = 5.14042e-08, Par. = -0.00137666  0.000300891   -21.7795     52.081
## It.    2, RSS = 2.64057e-08, Par. = -0.00193763  0.000429426   -19.7538    43.8816
## It.    3, RSS = 2.20072e-08, Par. = -0.00322754  0.000668096   -16.7708    35.0273
## It.    4, RSS = 3.03408e-09, Par. = -0.0030124  0.000799749   -18.4417    34.3327
## It.    5, RSS = 2.77596e-09, Par. = -0.00299507  0.000823075   -18.8342    34.0237
## It.    6, RSS = 2.77202e-09, Par. = -0.0029709  0.000834376   -19.0642    33.9122
## It.    7, RSS = 2.7668e-09, Par. = -0.00292306  0.000854929   -19.5037     33.707
## It.    8, RSS = 2.76022e-09, Par. = -0.00287618  0.000877043    -19.966    33.4609
## It.    9, RSS = 2.75487e-09, Par. = -0.00285253  0.000889534   -20.2192    33.3065
## It.   10, RSS = 2.7506e-09, Par. = -0.00280689  0.000912797   -20.6922    33.0182
## It.   11, RSS = 2.74479e-09, Par. = -0.00276205  0.000937919   -21.1893    32.6783
## It.   12, RSS = 2.73887e-09, Par. = -0.00272364  0.000961133   -21.6363    32.3405
## It.   13, RSS = 2.73492e-09, Par. = -0.00270276  0.000974786   -21.8917    32.1286
## It.   14, RSS = 2.73167e-09, Par. = -0.00266258  0.00100023   -22.3686    31.7298
## It.   15, RSS = 2.72712e-09, Par. = -0.00262275  0.00102765   -22.8668     31.271
## It.   16, RSS = 2.72244e-09, Par. = -0.00258825  0.00105296   -23.3124    30.8232
## It.   17, RSS = 2.71936e-09, Par. = -0.00257008  0.00106723   -23.5554    30.5573
## It.   18, RSS = 2.71684e-09, Par. = -0.00253477  0.00109389   -24.0104    30.0557
## It.   19, RSS = 2.71336e-09, Par. = -0.00249937  0.00112247   -24.4814    29.4904
## It.   20, RSS = 2.70984e-09, Par. = -0.00246814  0.0011489   -24.9021     28.944
## It.   21, RSS = 2.70746e-09, Par. = -0.00245068  0.00116442   -25.1401    28.6097
## It.   22, RSS = 2.7055e-09, Par. = -0.00241687  0.00119342   -25.5845    27.9773
## It.   23, RSS = 2.7027e-09, Par. = -0.00238254  0.00122446   -26.0403    27.2714
## It.   24, RSS = 2.69985e-09, Par. = -0.00235184  0.00125311   -26.4437    26.5941
## It.   25, RSS = 2.69795e-09, Par. = -0.00233508  0.00126934   -26.6614    26.1968
## It.   26, RSS = 2.69638e-09, Par. = -0.00230244  0.00129966   -27.0683    25.4442
## It.   27, RSS = 2.69417e-09, Par. = -0.00226889  0.00133198   -27.4799    24.6134
## It.   28, RSS = 2.69195e-09, Par. = -0.00223836  0.00136186   -27.8408    23.8193
## It.   29, RSS = 2.69028e-09, Par. = -0.00221654  0.00138342   -28.0879    23.2285
## It.   30, RSS = 2.68931e-09, Par. = -0.00217527  0.00142317   -28.5347    22.1188
## It.   31, RSS = 2.68714e-09, Par. = -0.00213186  0.00146604   -28.9766    20.8767
## It.   32, RSS = 2.68466e-09, Par. = -0.00209255  0.00150491   -29.3406    19.7074
## It.   33, RSS = 2.68321e-09, Par. = -0.00207607  0.00152155   -29.4776    19.1909
## It.   34, RSS = 2.68217e-09, Par. = -0.00204313  0.00155255   -29.7381    18.2115
## It.   35, RSS = 2.68091e-09, Par. = -0.00201369  0.00158047    -29.949    17.3075
## It.   36, RSS = 2.68043e-09, Par. = -0.00195933   0.001631    -30.306    15.6382
## It.   37, RSS =  2.678e-09, Par. = -0.00193032  0.00165861    -30.454    14.6946
## It.   38, RSS = 2.67731e-09, Par. = -0.00187487  0.00170813   -30.7107    12.9606
## It.   39, RSS = 2.67552e-09, Par. = -0.0018144  0.00176174   -30.9111    11.0263
## It.   40, RSS = 2.67372e-09, Par. = -0.00175928  0.00180926   -31.0143    9.25636
## It.   41, RSS = 2.67272e-09, Par. = -0.00172385  0.00183888   -31.0327    8.12321
## It.   42, RSS = 2.67178e-09, Par. = -0.00165147  0.00189705    -31.048    5.85275
## It.   43, RSS = 2.67019e-09, Par. = -0.00157972  0.00195434    -30.946    3.58495
## It.   44, RSS = 2.66975e-09, Par. = -0.0014396  0.00206987   -30.6577  -0.898985
## It.   45, RSS = 2.66808e-09, Par. = -0.00141124  0.00209699   -30.4046   -1.83703
## It.   46, RSS = 2.66746e-09, Par. = -0.00134645   0.002148   -30.0815   -3.82084
## It.   47, RSS = 2.66686e-09, Par. = -0.00131727  0.00217226   -29.8822   -4.71129
## It.   48, RSS = 2.66661e-09, Par. = -0.00129438  0.00219122   -29.7339   -5.40836
## It.   49, RSS = 2.66659e-09, Par. = -0.00125285  0.0022327   -29.5008   -6.78797
## It.   50, RSS = 2.6662e-09, Par. = -0.00123365  0.00225463   -29.3778   -7.44983
## It.   51, RSS = 2.66609e-09, Par. = -0.00121905  0.00227347   -29.2997   -7.98904
## It.   52, RSS = 2.66607e-09, Par. = -0.00119983  0.0023168   -29.2958   -8.99698
## It.   53, RSS = 2.6659e-09, Par. = -0.00119305  0.00233956   -29.3213    -9.4614
## It.   54, RSS = 2.66583e-09, Par. = -0.00119197  0.00238715   -29.5556   -10.2368
## It.   55, RSS = 2.66574e-09, Par. = -0.00119748  0.00243042   -29.8471   -10.8348
## It.   56, RSS = 2.66564e-09, Par. = -0.00121854  0.00250948   -30.5271   -11.7605
## It.   57, RSS = 2.66552e-09, Par. = -0.00126467  0.00265179   -31.8552   -13.2948
## It.   58, RSS = 2.66538e-09, Par. = -0.00131441  0.00280856   -33.2893   -14.9859
## It.   59, RSS = 2.66524e-09, Par. = -0.00136196  0.00296631   -34.6844   -16.7089
## It.   60, RSS = 2.66513e-09, Par. = -0.0014072  0.00312503   -36.0389   -18.4651
## It.   61, RSS = 2.66503e-09, Par. = -0.00145041  0.00328464    -37.356   -20.2475
## It.   62, RSS = 2.66494e-09, Par. = -0.00149158  0.00344513   -38.6348   -22.0552
## It.   63, RSS = 2.66486e-09, Par. = -0.00153099  0.00360643   -39.8788   -23.8819
## It.   64, RSS = 2.6648e-09, Par. = -0.00156853  0.00376854   -41.0862   -25.7281
## It.   65, RSS = 2.66474e-09, Par. = -0.00160447  0.0039314   -42.2602   -27.5883
## It.   66, RSS = 2.66454e-09, Par. = -0.00162084  0.00401349   -42.8159   -28.5338
## It.   67, RSS = 2.66451e-09, Par. = -0.0016295  0.00405775   -43.1126   -29.0452
## It.   68, RSS = 2.6645e-09, Par. = -0.00164706  0.00414355   -43.7013   -30.0293
## It.   69, RSS = 2.66447e-09, Par. = -0.00166326  0.00422474   -44.2481    -30.959
## It.   70, RSS = 2.66444e-09, Par. = -0.00168076  0.00431337   -44.8393   -31.9723
## It.   71, RSS = 2.66442e-09, Par. = -0.00169671  0.0043975   -45.3867    -32.936
## It.   72, RSS = 2.66439e-09, Par. = -0.00171164  0.00447777   -45.9016   -33.8546
## It.   73, RSS = 2.66437e-09, Par. = -0.00172802  0.00456694   -46.4678   -34.8732
## It.   74, RSS = 2.66435e-09, Par. = -0.00174299  0.00465155   -46.9925   -35.8404
## It.   75, RSS = 2.66433e-09, Par. = -0.00175709  0.00473256   -47.4885   -36.7645
## It.   76, RSS = 2.66431e-09, Par. = -0.00177251  0.00482221   -48.0321   -37.7851
## It.   77, RSS = 2.66429e-09, Par. = -0.00178688  0.00490814    -48.543    -38.762
## It.   78, RSS = 2.66427e-09, Par. = -0.00179988  0.00499024   -49.0164    -39.698
## It.   79, RSS = 2.66426e-09, Par. = -0.00181442  0.00508036   -49.5382   -40.7186
## It.   80, RSS = 2.66424e-09, Par. = -0.00182799  0.00516702   -50.0302   -41.6984
## It.   81, RSS = 2.66422e-09, Par. = -0.00184044  0.00524993   -50.4891   -42.6364
## It.   82, RSS = 2.66421e-09, Par. = -0.00185409  0.0053405   -50.9893   -43.6561
## It.   83, RSS = 2.6642e-09, Par. = -0.00186671  0.00542734   -51.4577   -44.6326
## It.   84, RSS = 2.66418e-09, Par. = -0.0018785  0.00551068   -51.8993    -45.568
## It.   85, RSS = 2.66417e-09, Par. = -0.00189145  0.00560165   -52.3809   -46.5842
## It.   86, RSS = 2.66415e-09, Par. = -0.00190372  0.00568893   -52.8376   -47.5552
## It.   87, RSS = 2.66414e-09, Par. = -0.00191447  0.00577222   -53.2536   -48.4849
## It.   88, RSS = 2.66413e-09, Par. = -0.00192667  0.00586359   -53.7156   -49.4974
## It.   89, RSS = 2.66412e-09, Par. = -0.00193805  0.00595197   -54.1522   -50.4745
## It.   90, RSS = 2.66411e-09, Par. = -0.00194849  0.00603682   -54.5602   -51.4115
## It.   91, RSS = 2.6641e-09, Par. = -0.00196002  0.00612857   -55.0042   -52.4186
## It.   92, RSS = 2.66409e-09, Par. = -0.00197064  0.0062168   -55.4198   -53.3851
## It.   93, RSS = 2.66408e-09, Par. = -0.00198085  0.00630205   -55.8185   -54.3149
## It.   94, RSS = 2.66407e-09, Par. = -0.00199148  0.00639423     -56.24   -55.3185
## It.   95, RSS = 2.66405e-09, Par. = -0.00199656  0.00643909   -56.4415   -55.8037
## It.   96, RSS = 2.66404e-09, Par. = -0.00200019  0.00647205   -56.5879   -56.1609
## It.   97, RSS = 2.66404e-09, Par. = -0.00200756  0.00653695   -56.8802   -56.8629
## It.    0, RSS = 5.11587e-08, Par. =     0.0001     0.0002         -2         10
## It.    1, RSS = 3.56422e-08, Par. = -0.00135657  0.000282481   -19.6383    50.6011
## It.    2, RSS = 2.82999e-08, Par. = -0.00142883  0.000310676   -19.1692    49.3566
## It.    3, RSS = 2.26723e-08, Par. = -0.00165145  0.000358722    -18.883    45.4796
## It.    4, RSS = 1.40841e-08, Par. = -0.00213481  0.000454311   -17.9495    40.3908
## It.    5, RSS = 8.82084e-09, Par. = -0.00313842  0.000643528   -16.1233    34.5847
## It.    6, RSS = 2.38735e-09, Par. = -0.00290568  0.000696854   -17.2137     34.623
## It.    7, RSS = 2.21622e-09, Par. = -0.00288628  0.000706473   -17.4636    34.4967
## It.    8, RSS = 2.21229e-09, Par. = -0.00282967  0.000724485   -17.9091    34.3536
## It.    9, RSS = 2.20674e-09, Par. = -0.00277322  0.000744293   -18.3913    34.1689
## It.   10, RSS = 2.20059e-09, Par. = -0.00272601  0.000762537    -18.825    33.9756
## It.   11, RSS = 2.19667e-09, Par. = -0.00270417  0.000771937   -19.0423    33.8639
## It.   12, RSS = 2.19364e-09, Par. = -0.00266181  0.000789384   -19.4486    33.6591
## It.   13, RSS = 2.18974e-09, Par. = -0.00261994  0.000808258   -19.8787    33.4164
## It.   14, RSS = 2.18581e-09, Par. = -0.00258394  0.00082577   -20.2688    33.1738
## It.   15, RSS = 2.18309e-09, Par. = -0.00256293  0.00083678   -20.5087    33.0109
## It.   16, RSS = 2.18088e-09, Par. = -0.0025234  0.000857178   -20.9531    32.7063
## It.   17, RSS = 2.17769e-09, Par. = -0.00248413  0.000879387   -21.4244    32.3507
## It.   18, RSS = 2.17427e-09, Par. = -0.00245061  0.000899821   -21.8467    32.0033
## It.   19, RSS = 2.17207e-09, Par. = -0.00243469  0.000910392   -22.0586     31.813
## It.   20, RSS = 2.17036e-09, Par. = -0.00240378  0.000930054   -22.4552    31.4587
## It.   21, RSS = 2.16814e-09, Par. = -0.00237283  0.000951257   -22.8718    31.0583
## It.   22, RSS = 2.16589e-09, Par. = -0.00234578  0.000970899   -23.2481    30.6716
## It.   23, RSS = 2.16434e-09, Par. = -0.00232984  0.000983145   -23.4765    30.4211
## It.   24, RSS = 2.16308e-09, Par. = -0.00229977  0.00100584   -23.8997    29.9528
## It.   25, RSS = 2.16126e-09, Par. = -0.00226938  0.00103048   -24.3449    29.4241
## It.   26, RSS = 2.15931e-09, Par. = -0.00224294  0.00105312   -24.7415    28.9201
## It.   27, RSS = 2.15805e-09, Par. = -0.00222995  0.00106494   -24.9414    28.6475
## It.   28, RSS = 2.15707e-09, Par. = -0.00220487  0.00108692   -25.3148    28.1385
## It.   29, RSS = 2.15578e-09, Par. = -0.00217934  0.0011106   -25.7049     27.574
## It.   30, RSS = 2.15447e-09, Par. = -0.00215669  0.00113249   -26.0542    27.0382
## It.   31, RSS = 2.15357e-09, Par. = -0.00214312  0.00114611   -26.2645    26.6962
## It.   32, RSS = 2.15284e-09, Par. = -0.00211765  0.00117127   -26.6525    26.0604
## It.   33, RSS = 2.15179e-09, Par. = -0.00209144  0.00119862   -27.0586    25.3526
## It.   34, RSS = 2.15066e-09, Par. = -0.00206833  0.00122366   -27.4162    24.6893
## It.   35, RSS = 2.14993e-09, Par. = -0.00205637  0.00123712      -27.6    24.3243
## It.   36, RSS = 2.14937e-09, Par. = -0.00203367  0.00126197   -27.9413    23.6476
## It.   37, RSS = 2.14861e-09, Par. = -0.00201017  0.00128894   -28.2972    22.9019
## It.   38, RSS = 2.14784e-09, Par. = -0.00198926  0.00131368   -28.6107    22.2061
## It.   39, RSS = 2.14731e-09, Par. = -0.00197632  0.00132936   -28.8011    21.7579
## It.   40, RSS = 2.1469e-09, Par. = -0.00195257  0.00135802    -29.149    20.9379
## It.   41, RSS = 2.14629e-09, Par. = -0.00192776  0.00138958   -29.5147    20.0274
## It.   42, RSS = 2.14566e-09, Par. = -0.00190374  0.00142133   -29.8663     19.104
## It.   43, RSS = 2.14511e-09, Par. = -0.00188047  0.00145326   -30.2056     18.171
## It.   44, RSS = 2.14461e-09, Par. = -0.00185804  0.0014854    -30.534    17.2313
## It.   45, RSS = 2.14426e-09, Par. = -0.00184734  0.00150129   -30.6848    16.7614
## It.   46, RSS = 2.14399e-09, Par. = -0.00182817  0.00153005   -30.9659    15.9212
## It.   47, RSS = 2.1437e-09, Par. = -0.00181497  0.00155104   -31.1602    15.3094
## It.   48, RSS = 2.14353e-09, Par. = -0.0017909  0.00159353   -31.5667    14.1168
## It.   49, RSS = 2.14309e-09, Par. = -0.00177021  0.0016369   -31.9701    12.9439
## It.   50, RSS = 2.14279e-09, Par. = -0.00175873  0.00166354   -32.2061    12.2352
## It.   51, RSS = 2.14264e-09, Par. = -0.00174264  0.00171796   -32.7457    10.9279
## It.   52, RSS = 2.1423e-09, Par. = -0.00173543  0.00177387   -33.3286     9.7388
## It.   53, RSS = 2.14206e-09, Par. = -0.0017658  0.00188679   -34.8338      8.178
## It.   54, RSS = 2.14167e-09, Par. = -0.00182404  0.0019958   -36.4761    7.20585
## It.   55, RSS = 2.14132e-09, Par. = -0.00199689  0.00219545    -40.063    6.69374
## It.   56, RSS = 2.14086e-09, Par. = -0.00238702  0.00257343   -47.4139     6.9258
## It.   57, RSS = 2.14039e-09, Par. = -0.00319305  0.00331539   -62.2093    8.15063
## It.   58, RSS = 2.14016e-09, Par. = -0.00399904  0.00405766   -77.0035    9.36903
## It.   59, RSS = 2.14004e-09, Par. = -0.00481703  0.00479299    -91.833    10.9489
## It.   60, RSS = 2.13991e-09, Par. = -0.00649729  0.00623834   -121.621    15.4365
## It.   61, RSS = 2.13985e-09, Par. = -0.00809745  0.0077336   -151.209     17.442
## It.   62, RSS = 2.13985e-09, Par. =    -0.0082  0.00777269   -152.509    18.6519
## It.   63, RSS = 2.13985e-09, Par. = -0.00822197  0.00784749   -153.484    17.6451
## It.   64, RSS = 2.13984e-09, Par. = -0.00829258  0.0079056   -154.706    17.8835
## It.   65, RSS = 2.13984e-09, Par. = -0.00841929  0.0080156   -156.961    18.2025
## It.   66, RSS = 2.13984e-09, Par. = -0.00867388  0.00823499   -161.476    18.8746
## It.   67, RSS = 2.13983e-09, Par. = -0.00868202  0.00829452    -162.17    17.8952
## It.   68, RSS = 2.13983e-09, Par. = -0.00871801  0.00834287   -162.988    17.6593
## It.   69, RSS = 2.13983e-09, Par. = -0.00875537  0.00834432   -163.331    18.3444
## It.   70, RSS = 2.13983e-09, Par. = -0.00875184  0.00836946   -163.561    17.7976
## It.   71, RSS = 2.13983e-09, Par. = -0.00878169  0.0083841   -163.975    18.0877
## It.   72, RSS = 2.13983e-09, Par. = -0.00883929  0.0084155   -164.807    18.5875
## It.   73, RSS = 2.13983e-09, Par. = -0.00896556  0.00847497   -166.531    19.8615
## It.   74, RSS = 2.13983e-09, Par. = -0.00910712   0.008665   -169.754    18.9386
## It.   75, RSS = 2.13982e-09, Par. = -0.00952732   0.008954   -176.442    21.4413
## It.   76, RSS = 2.13982e-09, Par. = -0.00996725  0.00925202   -183.383    24.1457
## It.   77, RSS = 2.13981e-09, Par. = -0.0100244  0.00926678   -184.023    24.9518
## It.   78, RSS = 2.13981e-09, Par. = -0.0101244  0.00931616   -185.401    25.9142
## It.   79, RSS = 2.13981e-09, Par. = -0.0102131  0.00946981   -187.801    24.6801
## It.   80, RSS = 2.13981e-09, Par. = -0.0102922  0.0096213   -190.088    23.3035
## It.   81, RSS = 2.13981e-09, Par. = -0.0104954  0.00971608   -192.839    25.3692
## It.   82, RSS = 2.13981e-09, Par. = -0.0105871  0.00974813   -193.959    26.5035
## It.   83, RSS = 2.13981e-09, Par. = -0.0105883  0.00977153   -194.218    26.0801
## It.   84, RSS = 2.13981e-09, Par. =  -0.010628  0.00980654   -194.931    26.1703
## It.   85, RSS = 2.1398e-09, Par. = -0.0106668  0.00981434   -195.344    26.7601
## It.   86, RSS = 2.1398e-09, Par. = -0.0107018  0.0098289   -195.797    27.1491
## It.   87, RSS = 2.1398e-09, Par. = -0.0107796  0.00984421   -196.621    28.3382
## It.   88, RSS = 2.1398e-09, Par. = -0.0108504  0.00987259   -197.522    29.1437
## It.   89, RSS = 2.1398e-09, Par. = -0.0109545  0.0099513   -199.247    29.6268
## It.   90, RSS = 2.1398e-09, Par. = -0.0109944   0.010029   -200.423    28.9099
## It.   91, RSS = 2.1398e-09, Par. = -0.0111364  0.0101622   -203.056    29.0774
## It.   92, RSS = 2.1398e-09, Par. = -0.0114251  0.0104277   -208.353    29.5218
## It.   93, RSS = 2.1398e-09, Par. = -0.0115927  0.0105295   -210.863    30.7739
## It.   94, RSS = 2.1398e-09, Par. = -0.0116362  0.0105279   -211.211    31.6291
## It.   95, RSS = 2.1398e-09, Par. = -0.0116785  0.0105368   -211.659     32.264
## It.    0, RSS = 5.13708e-08, Par. =     0.0001     0.0002         -2         10
## It.    1, RSS = 3.5855e-08, Par. = -0.00141495  0.000283244   -20.5825    53.4244
## It.    2, RSS = 2.85481e-08, Par. = -0.00149194  0.000312842   -20.1161    51.9814
## It.    3, RSS = 2.29989e-08, Par. = -0.00172298  0.000363484   -19.8404    47.7394
## It.    4, RSS = 1.47142e-08, Par. = -0.00222823  0.000464301   -18.8662    42.2477
## It.    5, RSS = 1.09087e-08, Par. = -0.00327555  0.000665357   -17.0051    36.0607
## It.    6, RSS = 2.65436e-09, Par. = -0.00301082  0.000725055   -18.2339    36.0812
## It.    7, RSS = 2.39729e-09, Par. = -0.00299042  0.00073583   -18.5152    35.9237
## It.    8, RSS = 2.3899e-09, Par. = -0.0029267  0.000756491   -19.0227    35.7384
## It.    9, RSS = 2.37977e-09, Par. = -0.00286438  0.000778849   -19.5627    35.5032
## It.   10, RSS = 2.36927e-09, Par. = -0.00281152  0.000799753   -20.0546    35.2546
## It.   11, RSS = 2.36152e-09, Par. = -0.00277799  0.000814249    -20.387    35.0643
## It.   12, RSS = 2.35671e-09, Par. = -0.00271487  0.000841305   -21.0062    34.7004
## It.   13, RSS = 2.34718e-09, Par. = -0.0026544  0.000870683   -21.6556     34.256
## It.   14, RSS = 2.33648e-09, Par. = -0.00260389  0.000897821   -22.2346    33.8058
## It.   15, RSS = 2.32932e-09, Par. = -0.00255099  0.000927806   -22.8582    33.2753
## It.   16, RSS = 2.32063e-09, Par. = -0.0025061  0.000955564   -23.4152     32.746
## It.   17, RSS = 2.31472e-09, Par. = -0.00248337  0.000971015   -23.7127    32.4317
## It.   18, RSS = 2.3109e-09, Par. = -0.00243842      0.001   -24.2734    31.8347
## It.   19, RSS = 2.30479e-09, Par. = -0.00239442  0.00103098   -24.8485     31.156
## It.   20, RSS = 2.29851e-09, Par. = -0.00235589  0.00105981   -25.3621      30.49
## It.   21, RSS = 2.29406e-09, Par. = -0.00233361  0.00107756   -25.6647    30.0604
## It.   22, RSS = 2.29108e-09, Par. = -0.00229005  0.0011109   -26.2318    29.2382
## It.   23, RSS = 2.28581e-09, Par. = -0.00224678  0.00114645   -26.8048    28.3153
## It.   24, RSS = 2.28034e-09, Par. = -0.00220827  0.00117945   -27.3085    27.4183
## It.   25, RSS = 2.27655e-09, Par. = -0.00218699  0.00119858   -27.5832     26.877
## It.   26, RSS = 2.27396e-09, Par. = -0.00214482  0.00123454   -28.0981    25.8389
## It.   27, RSS = 2.2696e-09, Par. = -0.00210222  0.0012726   -28.6053     24.693
## It.   28, RSS = 2.2652e-09, Par. = -0.00206329  0.00130802   -29.0436    23.5836
## It.   29, RSS = 2.26206e-09, Par. = -0.00203939  0.00133021   -29.2963     22.864
## It.   30, RSS = 2.25987e-09, Par. = -0.00199228  0.00137187   -29.7629    21.4809
## It.   31, RSS = 2.25577e-09, Par. = -0.00194391  0.00141574   -30.1994    19.9672
## It.   32, RSS = 2.25169e-09, Par. = -0.0018988  0.00145645   -30.5549    18.5072
## It.   33, RSS = 2.24879e-09, Par. = -0.00186945  0.00148284   -30.7522    17.5287
## It.   34, RSS = 2.24671e-09, Par. = -0.00181161  0.00153211   -31.1014    15.6493
## It.   35, RSS = 2.24243e-09, Par. = -0.00175132  0.00158349   -31.3766    13.6156
## It.   36, RSS = 2.23899e-09, Par. = -0.00171319  0.00161565   -31.4862    12.2986
## It.   37, RSS = 2.23656e-09, Par. = -0.00163758  0.00167493   -31.6502    9.77989
## It.   38, RSS = 2.23137e-09, Par. = -0.00155818  0.00173593   -31.6638    7.09166
## It.   39, RSS =  2.229e-09, Par. =  -0.001409  0.00184273   -31.4346    2.16164
## It.   40, RSS = 2.22669e-09, Par. = -0.00124719  0.00195152   -30.5712   -3.08187
## It.   41, RSS = 2.21987e-09, Par. = -0.00116683  0.00200329    -29.771    -5.4908
## It.   42, RSS = 2.21241e-09, Par. = -0.00108109  0.00204914   -28.9248   -7.85151
## It.   43, RSS = 2.21092e-09, Par. = -0.000996577  0.00209212   -27.9536   -10.0554
## It.   44, RSS = 2.20359e-09, Par. = -0.000953463  0.00211375   -27.3706    -11.087
## It.   45, RSS = 2.20159e-09, Par. = -0.000926805  0.00212614   -27.0067   -11.7028
## It.   46, RSS = 2.2005e-09, Par. = -0.000875192  0.00214924   -26.2974   -12.8823
## It.   47, RSS = 2.19863e-09, Par. = -0.000825028  0.00217179   -25.5488   -13.9568
## It.   48, RSS = 2.19656e-09, Par. = -0.000776274  0.00219339    -24.779   -14.9351
## It.   49, RSS = 2.19451e-09, Par. = -0.000729469   0.002214   -23.9998   -15.8089
## It.   50, RSS = 2.19367e-09, Par. = -0.000679269  0.00223616    -23.125   -16.6787
## It.   51, RSS = 2.18903e-09, Par. = -0.000654625  0.00224741   -22.6612   -17.0442
## It.   52, RSS = 2.18813e-09, Par. = -0.000641241  0.00225328   -22.4094   -17.2387
## It.   53, RSS = 2.18735e-09, Par. = -0.000616473  0.00226411    -21.945   -17.6027
## It.   54, RSS = 2.18644e-09, Par. = -0.000590156  0.00227609   -21.4363   -17.9615
## It.   55, RSS = 2.18541e-09, Par. = -0.000566358  0.00228734   -20.9637   -18.2612
## It.   56, RSS = 2.18471e-09, Par. = -0.000540835  0.0023001    -20.448   -18.5664
## It.   57, RSS =  2.184e-09, Par. = -0.000515896  0.00231382   -19.9328   -18.8455
## It.   58, RSS = 2.18344e-09, Par. = -0.000491777  0.0023294   -19.4266   -19.1097
## It.   59, RSS = 2.18304e-09, Par. = -0.00046938  0.00234936   -18.9553   -19.3843
## It.   60, RSS = 2.1826e-09, Par. = -0.000452694  0.00238041   -18.6249   -19.7378
## It.   61, RSS = 2.18196e-09, Par. = -0.000446578  0.00241671   -18.5432   -20.1163
## It.   62, RSS = 2.18178e-09, Par. = -0.000447625  0.00248363   -18.6851   -20.8178
## It.   63, RSS = 2.18153e-09, Par. = -0.000451357  0.00255658   -18.8969   -21.5698
## It.   64, RSS = 2.18132e-09, Par. = -0.000455186  0.00262452   -19.0992   -22.2603
## It.   65, RSS = 2.18116e-09, Par. = -0.000457445  0.00266727   -19.2207   -22.6874
## It.   66, RSS = 2.18106e-09, Par. = -0.000462261  0.00274931   -19.4659    -23.509
## It.   67, RSS = 2.18089e-09, Par. = -0.000466898  0.00283496   -19.7069   -24.3479
## It.   68, RSS = 2.1807e-09, Par. = -0.000470902  0.00291456   -19.9192   -25.1128
## It.   69, RSS = 2.18056e-09, Par. = -0.000475097  0.00300057   -20.1422   -25.9279
## It.   70, RSS = 2.18039e-09, Par. = -0.000478762  0.00308085   -20.3404   -26.6741
## It.   71, RSS = 2.18027e-09, Par. = -0.000482592  0.00316719   -20.5477   -27.4654
## It.   72, RSS = 2.18012e-09, Par. = -0.000485961  0.00324807    -20.733   -28.1927
## It.   73, RSS = 2.18001e-09, Par. = -0.000489474  0.00333469   -20.9263   -28.9609
## It.   74, RSS = 2.17988e-09, Par. = -0.000492588  0.00341615      -21.1   -29.6699
## It.   75, RSS = 2.17978e-09, Par. = -0.00049582  0.00350304   -21.2805   -30.4156
## It.   76, RSS = 2.17966e-09, Par. = -0.000498701  0.00358498   -21.4435    -31.106
## It.   77, RSS = 2.17957e-09, Par. = -0.000501681  0.0036721   -21.6124   -31.8301
## It.   78, RSS = 2.17947e-09, Par. = -0.000504355  0.00375453   -21.7657   -32.5028
## It.   79, RSS = 2.17939e-09, Par. = -0.000507113  0.00384187    -21.924   -33.2058
## It.   80, RSS = 2.17929e-09, Par. = -0.000509599  0.00392471   -22.0682   -33.8609
## It.   81, RSS = 2.17921e-09, Par. = -0.000511868  0.00400358    -22.201   -34.4751
## It.   82, RSS = 2.17915e-09, Par. = -0.000514358  0.00409119   -22.3461   -35.1495
## It.   83, RSS = 2.17907e-09, Par. = -0.00051661  0.00417458   -22.4787   -35.7799
## It.   84, RSS =  2.179e-09, Par. = -0.000518665  0.00425417   -22.6009   -36.3725
## It.   85, RSS = 2.17895e-09, Par. = -0.000520913  0.00434202   -22.7338   -37.0193
## It.   86, RSS = 2.17887e-09, Par. = -0.000522942  0.00442585   -22.8554   -37.6254
## It.   87, RSS = 2.17881e-09, Par. = -0.00052482  0.00450609   -22.9686   -38.1974
## It.   88, RSS = 2.17876e-09, Par. = -0.000526849  0.00459417   -23.0905   -38.8179
## It.   89, RSS = 2.1787e-09, Par. = -0.000528696  0.00467844   -23.2027   -39.4016
## It.   90, RSS = 2.17865e-09, Par. = -0.000530411  0.00475932   -23.3074   -39.9539
## It.   91, RSS = 2.17861e-09, Par. = -0.000532257  0.00484758   -23.4197   -40.5499
## It.   92, RSS = 2.17855e-09, Par. = -0.000533939  0.00493224   -23.5234   -41.1119
## It.   93, RSS = 2.1785e-09, Par. = -0.000535515  0.00501366   -23.6207   -41.6454
## It.   94, RSS = 2.17846e-09, Par. = -0.000537203  0.00510209   -23.7246   -42.2183
## It.   95, RSS = 2.17841e-09, Par. = -0.00053875  0.00518711   -23.8209   -42.7603
## It.   96, RSS = 2.17837e-09, Par. = -0.000540186  0.00526902   -23.9109   -43.2752
## It.   97, RSS = 2.17834e-09, Par. = -0.000541726  0.00535759    -24.007   -43.8262
## It.    0, RSS = 4.73968e-08, Par. =     0.0001     0.0002         -2         10
## It.    1, RSS = 2.54637e-08, Par. = -0.00142028  0.000264855   -18.7611    53.0411
## It.    2, RSS = 2.2269e-08, Par. = -0.00150557  0.000290768   -18.6667    50.6453
## It.    3, RSS = 1.74912e-08, Par. = -0.00170861  0.000339537   -18.5199    46.3381
## It.    4, RSS = 1.14879e-08, Par. = -0.00217059  0.000436221   -17.7581    40.7626
## It.    5, RSS = 3.42533e-09, Par. = -0.00266341  0.000532825   -16.7573     37.911
## It.    6, RSS = 2.57833e-09, Par. = -0.00289923  0.000615795   -16.9917    36.3615
## It.    7, RSS = 2.46226e-09, Par. = -0.00268767  0.000669017   -18.4345    36.1631
## It.    8, RSS = 2.33645e-09, Par. = -0.00254106  0.000721895   -19.8899     35.591
## It.    9, RSS = 2.27025e-09, Par. = -0.00242172  0.000776942   -21.2919    34.8002
## It.   10, RSS = 2.22925e-09, Par. = -0.00232011  0.000833304    -22.641    33.8132
## It.   11, RSS = 2.19944e-09, Par. = -0.00223148  0.000890749   -23.9303    32.6393
## It.   12, RSS = 2.17735e-09, Par. = -0.00215227  0.000949097    -25.153    31.2883
## It.   13, RSS = 2.16068e-09, Par. = -0.00207981  0.00100817   -26.3025      29.77
## It.   14, RSS = 2.1479e-09, Par. = -0.00201207  0.00106777   -27.3723    28.0935
## It.   15, RSS = 2.1379e-09, Par. = -0.00194747  0.00112773   -28.3561    26.2686
## It.   16, RSS = 2.12994e-09, Par. = -0.00188481  0.00118784   -29.2476    24.3049
## It.   17, RSS = 2.12351e-09, Par. = -0.00182311  0.0012479   -30.0403    22.2128
## It.   18, RSS = 2.11821e-09, Par. = -0.00176168  0.00130771    -30.728    20.0043
## It.   19, RSS = 2.1138e-09, Par. = -0.00169992  0.00136704   -31.3047    17.6921
## It.   20, RSS = 2.11008e-09, Par. = -0.00163744  0.00142566   -31.7645    15.2905
## It.   21, RSS = 2.10647e-09, Par. = -0.00158013  0.00147795   -32.0674    13.0482
## It.   22, RSS = 2.10482e-09, Par. = -0.00156322  0.00149406   -32.1142    12.3445
## It.   23, RSS = 2.10388e-09, Par. = -0.00152742  0.00152373   -32.2233    10.9886
## It.   24, RSS = 2.1029e-09, Par. = -0.00146126  0.00157814   -32.3586    8.46093
## It.   25, RSS = 2.10046e-09, Par. = -0.00139007  0.00163587   -32.3518    5.70676
## It.   26, RSS = 2.09855e-09, Par. = -0.00131868  0.00169137    -32.193     2.9831
## It.   27, RSS = 2.09747e-09, Par. = -0.00117444  0.00179924   -31.6592   -2.41403
## It.   28, RSS = 2.09516e-09, Par. = -0.0011666  0.00181179   -31.4369   -2.79403
## It.   29, RSS = 2.09455e-09, Par. = -0.00113614  0.00183123   -31.2001    -3.8323
## It.   30, RSS = 2.09395e-09, Par. = -0.00107999  0.00186727   -30.7257   -5.73746
## It.   31, RSS = 2.09364e-09, Par. = -0.00102061  0.00190556   -30.1329   -7.70412
## It.   32, RSS = 2.0921e-09, Par. = -0.000991614  0.00192427   -29.7861    -8.6201
## It.   33, RSS = 2.0916e-09, Par. = -0.000965385  0.00194035   -29.4753   -9.43437
## It.   34, RSS = 2.0912e-09, Par. = -0.000940452  0.00195562   -29.1668   -10.1971
## It.   35, RSS = 2.09088e-09, Par. = -0.000922497  0.00196663   -28.9339   -10.7358
## It.   36, RSS = 2.09063e-09, Par. = -0.000889762  0.00198703   -28.5071   -11.7194
## It.   37, RSS = 2.09034e-09, Par. = -0.000854855  0.00200975   -28.0241   -12.7509
## It.   38, RSS = 2.08985e-09, Par. = -0.000823775  0.0020309    -27.571   -13.6517
## It.   39, RSS = 2.08968e-09, Par. = -0.000790538  0.00205523   -27.0744    -14.618
## It.   40, RSS = 2.08895e-09, Par. = -0.000775107  0.0020671   -26.8256   -15.0472
## It.   41, RSS = 2.08881e-09, Par. = -0.00076502  0.0020749   -26.6651   -15.3303
## It.   42, RSS = 2.08872e-09, Par. = -0.000745625  0.00209162   -26.3636   -15.9037
## It.   43, RSS = 2.08857e-09, Par. = -0.000727456  0.00210986   -26.0788   -16.4638
## It.   44, RSS = 2.08843e-09, Par. = -0.000711051  0.00213012   -25.8283   -17.0173
## It.   45, RSS = 2.0883e-09, Par. = -0.000697372  0.00215292    -25.635   -17.5616
## It.   46, RSS = 2.08818e-09, Par. = -0.000687466  0.0021782   -25.5226   -18.0858
## It.   47, RSS = 2.08807e-09, Par. = -0.000681647  0.00220509   -25.4974   -18.5773
## It.   48, RSS = 2.08802e-09, Par. = -0.000681109  0.00226019   -25.6853   -19.4462
## It.   49, RSS = 2.08785e-09, Par. = -0.000684388  0.00231124   -25.9324    -20.193
## It.   50, RSS = 2.08781e-09, Par. = -0.000695859  0.00240638   -26.5081   -21.5241
## It.   51, RSS = 2.08757e-09, Par. = -0.000701404  0.00245729   -26.7941    -22.224
## It.   52, RSS = 2.08753e-09, Par. = -0.000713503  0.00255328   -27.3732   -23.5339
## It.   53, RSS = 2.08733e-09, Par. = -0.000719053  0.00260436   -27.6534   -24.2222
## It.   54, RSS = 2.08732e-09, Par. = -0.00073054  0.00270118   -28.2089   -25.5229
## It.   55, RSS = 2.08714e-09, Par. = -0.00073574  0.00275251   -28.4756   -26.2033
## It.   56, RSS = 2.08707e-09, Par. = -0.000740747  0.00280138   -28.7312   -26.8511
## It.   57, RSS = 2.08706e-09, Par. = -0.000750826  0.00289463   -29.2289   -28.0783
## It.   58, RSS = 2.08692e-09, Par. = -0.000755375  0.00294381   -29.4671   -28.7159
## It.   59, RSS = 2.08687e-09, Par. = -0.000759684  0.00299023   -29.6926   -29.3182
## It.   60, RSS = 2.08686e-09, Par. = -0.000768475  0.00307944   -30.1364   -30.4682
## It.   61, RSS = 2.08674e-09, Par. = -0.000772404  0.00312612   -30.3473   -31.0606
## It.   62, RSS = 2.08674e-09, Par. = -0.000780567  0.00321578   -30.7688    -32.199
## It.   63, RSS = 2.08663e-09, Par. = -0.000784253  0.00326264   -30.9699   -32.7837
## It.   64, RSS = 2.08659e-09, Par. = -0.000787594  0.00330511   -31.1525   -33.3142
## It.   65, RSS = 2.08658e-09, Par. = -0.000794517  0.00338726   -31.5159   -34.3355
## It.   66, RSS = 2.0865e-09, Par. = -0.000797301  0.00342612   -31.6717     -34.81
## It.   67, RSS = 2.08648e-09, Par. = -0.00080325  0.00350151   -31.9897   -35.7338
## It.   68, RSS = 2.08643e-09, Par. = -0.000808537  0.00357307   -32.2783   -36.5999
## It.   69, RSS = 2.08639e-09, Par. = -0.000814162  0.00365093   -32.5862   -37.5345
## It.   70, RSS = 2.08634e-09, Par. = -0.00081924  0.00372488   -32.8685   -38.4126
## It.   71, RSS = 2.0863e-09, Par. = -0.000823936  0.00379542   -33.1313   -39.2427
## It.   72, RSS = 2.08627e-09, Par. = -0.000829103  0.00387364   -33.4193   -40.1559
## It.   73, RSS = 2.08622e-09, Par. = -0.000833778  0.0039482    -33.684   -41.0168
## It.   74, RSS = 2.08618e-09, Par. = -0.00083806  0.0040195   -33.9299   -41.8323
## It.   75, RSS = 2.08616e-09, Par. = -0.000842759  0.00409807   -34.1979   -42.7238
## It.   76, RSS = 2.08612e-09, Par. = -0.000847044  0.00417317   -34.4458   -43.5667
## It.   77, RSS = 2.08608e-09, Par. = -0.00085096  0.00424506   -34.6758   -44.3655
## It.   78, RSS = 2.08606e-09, Par. = -0.000855266  0.00432393   -34.9263   -45.2352
## It.   79, RSS = 2.08603e-09, Par. = -0.000859273  0.0043995   -35.1605   -46.0594
## It.   80, RSS =  2.086e-09, Par. = -0.000862967  0.00447214   -35.3792    -46.844
## It.   81, RSS = 2.08598e-09, Par. = -0.000866964  0.00455129   -35.6148   -47.6921
## It.   82, RSS = 2.08595e-09, Par. = -0.000870626  0.00462737   -35.8339   -48.4983
## It.   83, RSS = 2.08592e-09, Par. = -0.000874015  0.00470052   -36.0388   -49.2658
## It.   84, RSS = 2.0859e-09, Par. = -0.00087768  0.00477993   -36.2592   -50.0925
## It.   85, RSS = 2.08587e-09, Par. = -0.000881064  0.00485625   -36.4648   -50.8782
## It.   86, RSS = 2.08585e-09, Par. = -0.000884231  0.00492981   -36.6586   -51.6283
## It.   87, RSS = 2.08583e-09, Par. = -0.000887646  0.00500944   -36.8662   -52.4341
## It.   88, RSS = 2.08581e-09, Par. = -0.000890799  0.00508617   -37.0604    -53.202
## It.   89, RSS = 2.08578e-09, Par. = -0.000893804  0.00516031   -37.2452   -53.9373
## It.   90, RSS = 2.08577e-09, Par. = -0.000896928  0.00524017   -37.4394   -54.7223
## It.   91, RSS = 2.08575e-09, Par. = -0.000899884  0.00531722   -37.6232   -55.4721
## It.   92, RSS = 2.08573e-09, Par. = -0.000902613  0.00539178   -37.7957   -56.1902
## It.   93, RSS = 2.08571e-09, Par. = -0.000905223  0.00546394   -37.9603   -56.8793
## It.   94, RSS = 2.0857e-09, Par. = -0.000908164  0.00554401    -38.143   -57.6393
## It.   95, RSS = 2.08568e-09, Par. = -0.000910797  0.00562135   -38.3115   -58.3639
## It.   96, RSS = 2.08566e-09, Par. = -0.000913317  0.00569637   -38.4727   -59.0607
## It.   97, RSS = 2.08564e-09, Par. = -0.000915703  0.00576922    -38.626   -59.7314
## It.   98, RSS = 2.08564e-09, Par. = -0.000918279  0.00584955   -38.7922   -60.4651
## It.    0, RSS = 4.56302e-08, Par. =     0.0001     0.0002         -2         10
## It.    1, RSS = 2.28561e-08, Par. = -0.00142349  0.000259654   -18.1907    52.9591
## It.    2, RSS = 2.00933e-08, Par. = -0.00150899  0.000284207   -18.2209    50.2177
## It.    3, RSS = 1.55081e-08, Par. = -0.00170402  0.000332702   -18.1066    45.8757
## It.    4, RSS = 1.02265e-08, Par. = -0.00215478  0.000428614   -17.4037     40.251
## It.    5, RSS = 2.50554e-09, Par. = -0.00263935  0.000524656   -16.4296    37.4118
## It.    6, RSS = 1.82184e-09, Par. = -0.00277653  0.000551847   -16.2187    36.8227
## It.    7, RSS = 1.6764e-09, Par. = -0.00272743  0.000606884   -17.1781    36.2308
## It.    8, RSS = 1.67149e-09, Par. = -0.00270887  0.000616836   -17.3928    36.1362
## It.    9, RSS = 1.66708e-09, Par. = -0.00265428  0.000631898   -17.8352    36.0372
## It.   10, RSS = 1.66133e-09, Par. = -0.00259959  0.000648311   -18.3135    35.9024
## It.   11, RSS = 1.65529e-09, Par. = -0.00255304  0.000663647    -18.751    35.7527
## It.   12, RSS = 1.65076e-09, Par. = -0.00252246  0.000674596   -19.0568    35.6308
## It.   13, RSS = 1.64811e-09, Par. = -0.00246585  0.000694898   -19.6226    35.3985
## It.   14, RSS = 1.64271e-09, Par. = -0.00241103  0.000717128   -20.2244    35.1014
## It.   15, RSS = 1.63623e-09, Par. = -0.00236559  0.000737586   -20.7618    34.7933
## It.   16, RSS = 1.63221e-09, Par. = -0.00231798  0.000760316   -21.3467    34.4239
## It.   17, RSS = 1.62699e-09, Par. = -0.00227803  0.000781266   -21.8698    34.0505
## It.   18, RSS = 1.62356e-09, Par. = -0.00223609  0.000804421   -22.4356    33.6117
## It.   19, RSS = 1.61932e-09, Par. = -0.0022004  0.000825814   -22.9424    33.1756
## It.   20, RSS = 1.61666e-09, Par. = -0.00218635  0.000835236   -23.1566    32.9692
## It.   21, RSS = 1.61474e-09, Par. = -0.00215779  0.000852977   -23.5654    32.5828
## It.   22, RSS = 1.61252e-09, Par. = -0.00213645  0.000867325   -23.8861    32.2533
## It.   23, RSS = 1.61144e-09, Par. = -0.00209693  0.000894013   -24.4765    31.6267
## It.   24, RSS = 1.60848e-09, Par. = -0.00205772  0.000923038   -25.0917    30.9014
## It.   25, RSS = 1.60483e-09, Par. = -0.0020241  0.000949648   -25.6316    30.1988
## It.   26, RSS = 1.60268e-09, Par. = -0.00198801  0.00097902   -26.2083    29.3902
## It.   27, RSS = 1.59976e-09, Par. = -0.00195655  0.00100603   -26.7146    28.6101
## It.   28, RSS = 1.59789e-09, Par. = -0.00192271  0.00103565   -27.2499    27.7225
## It.   29, RSS = 1.59551e-09, Par. = -0.00189273  0.00106299   -27.7192     26.869
## It.   30, RSS = 1.59388e-09, Par. = -0.00186043  0.00109277   -28.2099    25.9075
## It.   31, RSS = 1.59192e-09, Par. = -0.00183137  0.00112033   -28.6389    24.9846
## It.   32, RSS = 1.59056e-09, Par. = -0.00181573  0.00113567   -28.8623    24.4544
## It.   33, RSS = 1.58969e-09, Par. = -0.00178507  0.00116438   -29.2801     23.447
## It.   34, RSS = 1.58824e-09, Par. = -0.00175353  0.00119489   -29.6934    22.3432
## It.   35, RSS = 1.58676e-09, Par. = -0.00172451  0.00122325   -30.0498    21.2862
## It.   36, RSS = 1.58569e-09, Par. = -0.00170615  0.00124137   -30.2594    20.5921
## It.   37, RSS = 1.58499e-09, Par. = -0.00167073  0.00127515   -30.6431    19.2768
## It.   38, RSS = 1.58362e-09, Par. = -0.00163373  0.00131111   -31.0062    17.8362
## It.   39, RSS = 1.58222e-09, Par. = -0.00159943  0.00134431   -31.2999    16.4673
## It.   40, RSS = 1.58134e-09, Par. = -0.00158129  0.00136194   -31.4313    15.7224
## It.   41, RSS = 1.58059e-09, Par. = -0.00154575  0.00139479   -31.6735    14.3077
## It.   42, RSS = 1.57952e-09, Par. = -0.00150847  0.00142944   -31.8819     12.785
## It.   43, RSS = 1.57865e-09, Par. = -0.00148232  0.00145354   -31.9907    11.7022
## It.   44, RSS = 1.57791e-09, Par. = -0.00143282  0.00149765   -32.1676    9.68437
## It.   45, RSS = 1.57654e-09, Par. = -0.0013798  0.00154484    -32.264    7.48432
## It.   46, RSS = 1.57547e-09, Par. = -0.00133757  0.00158162   -32.2589     5.7342
## It.   47, RSS = 1.57447e-09, Par. = -0.00125215  0.00165419   -32.1854    2.23767
## It.   48, RSS = 1.57359e-09, Par. = -0.00116842  0.00172584   -31.8606   -1.20683
## It.   49, RSS = 1.57223e-09, Par. = -0.00113447  0.00175477   -31.5978   -2.55677
## It.   50, RSS = 1.57208e-09, Par. = -0.00106391  0.00181099   -31.1321   -5.29388
## It.   51, RSS = 1.57089e-09, Par. = -0.00103136  0.00183787   -30.8092   -6.52175
## It.   52, RSS = 1.57042e-09, Par. = -0.00101408  0.00185128   -30.6369   -7.15018
## It.   53, RSS = 1.57019e-09, Par. = -0.000982785  0.00187588    -30.334   -8.30236
## It.   54, RSS = 1.56997e-09, Par. = -0.000949482  0.00190356   -29.9866   -9.53219
## It.   55, RSS = 1.56964e-09, Par. = -0.000920306  0.0019292   -29.6615   -10.6104
## It.   56, RSS = 1.5695e-09, Par. = -0.000889427  0.00195898   -29.3127   -11.7819
## It.   57, RSS = 1.56931e-09, Par. = -0.000860878  0.00199087   -28.9865   -12.9179
## It.   58, RSS = 1.56911e-09, Par. = -0.000835868  0.00202576    -28.715    -14.016
## It.   59, RSS = 1.56888e-09, Par. = -0.00081624  0.00206436   -28.5407   -15.0606
## It.   60, RSS = 1.56862e-09, Par. = -0.000803574  0.00210625   -28.4988    -16.025
## It.   61, RSS = 1.56841e-09, Par. = -0.000797748  0.0021499    -28.588   -16.8946
## It.   62, RSS = 1.56826e-09, Par. = -0.000796797  0.00219025   -28.7528   -17.6198
## It.   63, RSS = 1.56819e-09, Par. = -0.000804285  0.00226458   -29.2413   -18.8135
## It.   64, RSS = 1.56803e-09, Par. = -0.000815628  0.00234427   -29.8212   -20.0255
## It.   65, RSS = 1.56788e-09, Par. = -0.000826768  0.00241703     -30.36   -21.1092
## It.   66, RSS = 1.56777e-09, Par. = -0.000834096  0.00246624   -30.7158   -21.8374
## It.   67, RSS = 1.56772e-09, Par. = -0.000849406  0.00255921   -31.4193   -23.1934
## It.   68, RSS = 1.56763e-09, Par. = -0.000864838  0.00265771   -32.1366   -24.6206
## It.   69, RSS = 1.5675e-09, Par. = -0.000877963  0.00274742   -32.7609   -25.9153
## It.   70, RSS = 1.56743e-09, Par. = -0.000892052  0.00284668   -33.4356   -27.3402
## It.   71, RSS = 1.56732e-09, Par. = -0.000904145  0.0029377   -34.0273   -28.6394
## It.   72, RSS = 1.56726e-09, Par. = -0.00091703  0.00303766   -34.6619   -30.0571
## It.   73, RSS = 1.56716e-09, Par. = -0.000928195  0.00312969   -35.2222   -31.3528
## It.   74, RSS = 1.56712e-09, Par. = -0.000940008  0.00323028   -35.8196   -32.7596
## It.   75, RSS = 1.56703e-09, Par. = -0.000950316  0.00332343   -36.3504   -34.0514
## It.   76, RSS =  1.567e-09, Par. = -0.000961235  0.0034246   -36.9146   -35.4437
## It.   77, RSS = 1.56687e-09, Par. = -0.000965602  0.00347188   -37.1552   -36.0874
## It.   78, RSS = 1.56684e-09, Par. = -0.000969282  0.00351143   -37.3579   -36.6273
## It.   79, RSS = 1.56683e-09, Par. = -0.000977088  0.00358813   -37.7665    -37.668
## It.   80, RSS = 1.56678e-09, Par. = -0.000980363  0.00362465   -37.9468   -38.1582
## It.   81, RSS = 1.56677e-09, Par. = -0.00098722  0.00369574   -38.3113   -39.1132
## It.   82, RSS = 1.56673e-09, Par. = -0.000993535  0.0037637   -38.6498   -40.0178
## It.   83, RSS = 1.56671e-09, Par. = -0.00100018  0.00383686   -39.0077   -40.9858
## It.   84, RSS = 1.56667e-09, Par. = -0.00100624  0.00390675   -39.3394   -41.9039
## It.   85, RSS = 1.56664e-09, Par. = -0.00101185  0.00397363   -39.6493   -42.7768
## It.   86, RSS = 1.56662e-09, Par. = -0.00101796  0.00404714   -39.9863   -43.7303
## It.   87, RSS = 1.56659e-09, Par. = -0.00102363  0.00411767   -40.3017   -44.6378
## It.   88, RSS = 1.56656e-09, Par. = -0.00102882  0.00418512   -40.5949   -45.4999
## It.   89, RSS = 1.56654e-09, Par. = -0.00103446  0.00425895   -40.9125   -46.4377
## It.   90, RSS = 1.56651e-09, Par. = -0.00103973  0.00432987    -41.211   -47.3311
## It.   91, RSS = 1.56649e-09, Par. = -0.00104462  0.00439819   -41.4915   -48.1858
## It.   92, RSS = 1.56647e-09, Par. = -0.00104986  0.00447232   -41.7918   -49.1073
## It.   93, RSS = 1.56645e-09, Par. = -0.00105478  0.00454361   -42.0748   -49.9861
## It.   94, RSS = 1.56643e-09, Par. = -0.00105925  0.00461224   -42.3382   -50.8261
## It.   95, RSS = 1.56641e-09, Par. = -0.00106416  0.00468663   -42.6234   -51.7307
## It.   96, RSS = 1.56639e-09, Par. = -0.00106877  0.00475842   -42.8926   -52.5965
## It.   97, RSS = 1.56637e-09, Par. = -0.00107309  0.00482782   -43.1475   -53.4274
## It.    0, RSS = 4.34988e-08, Par. =     0.0001     0.0002         -2         10
## It.    1, RSS = 1.90237e-08, Par. = -0.00142544  0.000246575    -17.092    53.0242
## It.    2, RSS = 1.60431e-08, Par. = -0.00150754  0.000268452   -17.3773    49.4713
## It.    3, RSS = 1.19245e-08, Par. = -0.00168847  0.000317206   -17.3171    44.9651
## It.    4, RSS = 8.58324e-09, Par. = -0.00212343  0.00041297   -16.7064    39.1448
## It.    5, RSS = 1.75694e-09, Par. = -0.00259674  0.000510473   -15.7948    36.3049
## It.    6, RSS = 1.45404e-09, Par. = -0.00257996  0.000533332   -16.1142    36.0949
## It.    7, RSS = 1.45288e-09, Par. = -0.00256808  0.000536791   -16.2127    36.0735
## It.    8, RSS = 1.45096e-09, Par. = -0.00254106  0.000542666   -16.4108    36.0488
## It.    9, RSS = 1.44832e-09, Par. = -0.00249185  0.000553651   -16.7821    35.9955
## It.   10, RSS = 1.44501e-09, Par. = -0.00244333  0.000565566   -17.1775    35.9163
## It.   11, RSS = 1.44169e-09, Par. = -0.00240167  0.000576677   -17.5396    35.8253
## It.   12, RSS = 1.43936e-09, Par. = -0.00237714  0.000583769   -17.7664    35.7568
## It.   13, RSS = 1.43747e-09, Par. = -0.00233143  0.000596892   -18.1867    35.6294
## It.   14, RSS = 1.43474e-09, Par. = -0.00228618  0.000611237   -18.6365    35.4652
## It.   15, RSS = 1.43176e-09, Par. = -0.00224789  0.000624479   -19.0429    35.2931
## It.   16, RSS = 1.42985e-09, Par. = -0.00223067  0.000631068     -19.24    35.1965
## It.   17, RSS = 1.4284e-09, Par. = -0.00219731  0.000643315    -19.609    35.0207
## It.   18, RSS = 1.42655e-09, Par. = -0.00216409  0.000656538   -19.9997    34.8132
## It.   19, RSS = 1.4247e-09, Par. = -0.00213522  0.000668846   -20.3565    34.6055
## It.   20, RSS = 1.42339e-09, Par. = -0.00211819  0.000676618   -20.5772    34.4653
## It.   21, RSS = 1.42234e-09, Par. = -0.00208632  0.000691016   -20.9864    34.2044
## It.   22, RSS = 1.42081e-09, Par. = -0.00205444  0.000706698   -21.4218    33.8998
## It.   23, RSS = 1.41916e-09, Par. = -0.00202708  0.000721154    -21.814     33.602
## It.   24, RSS = 1.41808e-09, Par. = -0.00201445  0.000728401   -22.0052    33.4436
## It.   25, RSS = 1.41727e-09, Par. = -0.00199005  0.00074188   -22.3634    33.1505
## It.   26, RSS = 1.41623e-09, Par. = -0.00196551  0.00075642   -22.7414    32.8199
## It.   27, RSS = 1.41517e-09, Par. = -0.00194399  0.000769922   -23.0851    32.5006
## It.   28, RSS = 1.41443e-09, Par. = -0.00193126  0.000778356    -23.295    32.2936
## It.   29, RSS = 1.41384e-09, Par. = -0.00190749  0.000793963   -23.6836    31.9091
## It.   30, RSS = 1.41299e-09, Par. = -0.00188343  0.000810956   -24.0961    31.4749
## It.   31, RSS = 1.41206e-09, Par. = -0.00186257  0.00082658   -24.4658    31.0621
## It.   32, RSS = 1.41145e-09, Par. = -0.00185259  0.000834547   -24.6489     30.844
## It.   33, RSS =  1.411e-09, Par. = -0.00183354  0.000849326   -24.9907    30.4404
## It.   34, RSS = 1.41041e-09, Par. = -0.00181417  0.000865314   -25.3517     29.993
## It.   35, RSS = 1.4098e-09, Par. = -0.00179714  0.000880091   -25.6776    29.5702
## It.   36, RSS = 1.40939e-09, Par. = -0.00178703  0.000889256   -25.8748    29.3016
## It.   37, RSS = 1.40906e-09, Par. = -0.00176838  0.000906126   -26.2383    28.8081
## It.   38, RSS = 1.40859e-09, Par. = -0.00174932  0.000924594   -26.6257    28.2587
## It.   39, RSS = 1.40807e-09, Par. = -0.00173284  0.000941465   -26.9705    27.7482
## It.   40, RSS = 1.40775e-09, Par. = -0.00172539  0.000949526   -27.1297    27.4987
## It.   41, RSS = 1.4075e-09, Par. = -0.00171132  0.000964439   -27.4277    27.0404
## It.   42, RSS = 1.40723e-09, Par. = -0.00170187  0.000975078   -27.6343    26.7086
## It.   43, RSS = 1.40703e-09, Par. = -0.00168518  0.000994391   -28.0096    26.1124
## It.   44, RSS = 1.40672e-09, Par. = -0.00166816  0.00101593   -28.4178    25.4471
## It.   45, RSS = 1.40638e-09, Par. = -0.00165235  0.00103766   -28.8206    24.7772
## It.   46, RSS = 1.40609e-09, Par. = -0.00163776  0.00105959   -29.2198     24.107
## It.   47, RSS = 1.40583e-09, Par. = -0.00162449  0.00108171   -29.6171    23.4407
## It.   48, RSS = 1.4056e-09, Par. = -0.00161273  0.00110406   -30.0147    22.7837
## It.   49, RSS = 1.4054e-09, Par. = -0.00160266  0.00112663   -30.4149    22.1417
## It.   50, RSS = 1.40523e-09, Par. = -0.00159458  0.00114944   -30.8206    21.5229
## It.   51, RSS = 1.40508e-09, Par. = -0.00158882  0.00117247   -31.2351    20.9369
## It.   52, RSS = 1.40496e-09, Par. = -0.00158586  0.00119061   -31.5635       20.5
## It.   53, RSS = 1.4049e-09, Par. = -0.00158841  0.00122697   -32.2753    19.8041
## It.   54, RSS = 1.40471e-09, Par. = -0.0015999  0.00126312   -33.0243    19.2864
## It.   55, RSS = 1.40453e-09, Par. = -0.0016577  0.00133014   -34.6678    19.1275
## It.   56, RSS = 1.40424e-09, Par. = -0.00183447  0.00144386   -38.0327    20.6075
## It.   57, RSS = 1.40411e-09, Par. = -0.00197494  0.00152123   -40.4763    22.0701
## It.   58, RSS = 1.40401e-09, Par. = -0.00210461  0.0015845   -42.5824    23.5941
## It.   59, RSS = 1.40395e-09, Par. = -0.00219895  0.00162693   -44.0447    24.7768
## It.   60, RSS = 1.40392e-09, Par. = -0.00239413  0.0017078   -46.9397    27.3673
## It.   61, RSS = 1.40389e-09, Par. = -0.00259651  0.00178479   -49.7912    30.1763
## It.   62, RSS = 1.40374e-09, Par. = -0.00270054  0.00182201   -51.1967    31.6528
## It.   63, RSS = 1.40371e-09, Par. = -0.00275835  0.00184196   -51.9633    32.4876
## It.   64, RSS = 1.40369e-09, Par. = -0.0028683  0.00187963   -53.4173    34.0825
## It.   65, RSS = 1.40366e-09, Par. = -0.00298614  0.00191825   -54.9333    35.8178
## It.   66, RSS = 1.40363e-09, Par. = -0.0030946  0.00195285   -56.3031    37.4254
## It.   67, RSS = 1.40361e-09, Par. = -0.00321572  0.00198968   -57.7909    39.2498
## It.   68, RSS = 1.40358e-09, Par. = -0.00332672  0.00202289   -59.1362    40.9228
## It.   69, RSS = 1.40357e-09, Par. = -0.00345019  0.00205864   -60.6028    42.7993
## It.   70, RSS = 1.40355e-09, Par. = -0.00356648  0.00209035    -61.936    44.5938
## It.   71, RSS = 1.40354e-09, Par. = -0.00369274  0.00212473    -63.376    46.5342
## It.   72, RSS = 1.40351e-09, Par. = -0.0038114  0.00215563   -64.6923    48.3731
## It.   73, RSS = 1.40351e-09, Par. = -0.00394092  0.00218823   -66.0986    50.3916
## It.   74, RSS = 1.40346e-09, Par. = -0.0040017  0.00220302   -66.7417    51.3394
## It.   75, RSS = 1.40346e-09, Par. = -0.00403671  0.0022114   -67.1094    51.8881
## It.   76, RSS = 1.40345e-09, Par. = -0.00410417  0.00222788   -67.8256    52.9402
## It.   77, RSS = 1.40345e-09, Par. = -0.00416985  0.0022435   -68.5111    53.9678
## It.   78, RSS = 1.40344e-09, Par. = -0.00423398  0.00225807   -69.1635    54.9799
## It.   79, RSS = 1.40343e-09, Par. = -0.00430508  0.00227432   -69.8871    56.0976
## It.   80, RSS = 1.40343e-09, Par. = -0.00437211  0.00228991   -70.5731    57.1433
## It.   81, RSS = 1.40342e-09, Par. = -0.00443878  0.00230488   -71.2417    58.1896
## It.   82, RSS = 1.40341e-09, Par. = -0.00451116  0.00232046   -71.9506    59.3332
## It.   83, RSS = 1.40341e-09, Par. = -0.00458119  0.00233541   -72.6312    60.4382
## It.   84, RSS = 1.4034e-09, Par. = -0.00464983  0.00234953   -73.2842     61.526
## It.   85, RSS = 1.4034e-09, Par. = -0.0047171  0.0023633   -73.9208    62.5902
## It.   86, RSS = 1.40339e-09, Par. = -0.00479091  0.00237822    -74.613    63.7577
## It.   87, RSS = 1.40339e-09, Par. = -0.00486149  0.00239255   -75.2741    64.8691
## It.   88, RSS = 1.40338e-09, Par. = -0.00493076  0.00240632   -75.9142    65.9612
## It.   89, RSS = 1.40338e-09, Par. = -0.00500532  0.00242101   -76.5985    67.1354
## It.   90, RSS = 1.40337e-09, Par. = -0.00507989  0.00243492    -77.262    68.3172
## It.   91, RSS = 1.40337e-09, Par. = -0.00515025  0.00244831   -77.8922    69.4247
## It.   92, RSS = 1.40336e-09, Par. = -0.00522046  0.00246142   -78.5134    70.5304
## It.   93, RSS = 1.40336e-09, Par. = -0.00528974  0.00247384   -79.1122    71.6255
## It.   94, RSS = 1.40335e-09, Par. = -0.00536635  0.0024875   -79.7708    72.8339
## It.   95, RSS = 1.40335e-09, Par. = -0.00544208  0.00250031   -80.4029    74.0333
## It.   96, RSS = 1.40335e-09, Par. = -0.00551399  0.00251296   -81.0126    75.1619
## It.    0, RSS = 4.47778e-08, Par. =     0.0001     0.0002         -2         10
## It.    1, RSS = 1.9316e-08, Par. = -0.00155755  0.000243739   -18.0341    57.9694
## It.    2, RSS = 1.57248e-08, Par. = -0.00164263  0.000266582   -18.5241    53.5724
## It.    3, RSS = 1.17315e-08, Par. = -0.00183078  0.000320713   -18.5058    48.3301
## It.    4, RSS = 1.01251e-08, Par. = -0.00229895  0.000426671   -17.8888    41.6716
## It.    5, RSS = 2.24267e-09, Par. = -0.00253359  0.000482411   -17.2616    40.3293
## It.    6, RSS = 1.66707e-09, Par. = -0.00248007  0.000593929   -19.4139    38.7231
## It.    7, RSS = 1.58102e-09, Par. = -0.0024696  0.000617893   -19.7945    38.3958
## It.    8, RSS = 1.57885e-09, Par. = -0.00245437  0.000624234   -19.9758     38.326
## It.    9, RSS = 1.5754e-09, Par. = -0.00242098  0.000635544   -20.3398    38.2083
## It.   10, RSS = 1.57313e-09, Par. = -0.00236149  0.000656747   -21.0175    37.9637
## It.   11, RSS = 1.56689e-09, Par. = -0.00230506  0.000679861   -21.7326    37.6402
## It.   12, RSS = 1.55929e-09, Par. = -0.00225866  0.000701177   -22.3709    37.2967
## It.   13, RSS = 1.55479e-09, Par. = -0.00221036  0.000724817   -23.0632    36.8804
## It.   14, RSS = 1.54871e-09, Par. =   -0.00217  0.000746656   -23.6826    36.4528
## It.   15, RSS = 1.5448e-09, Par. = -0.00212788  0.00077072   -24.3489    35.9473
## It.   16, RSS = 1.53987e-09, Par. = -0.00209207  0.000793015   -24.9459    35.4386
## It.   17, RSS = 1.53648e-09, Par. = -0.00205457  0.000817424   -25.5831    34.8482
## It.   18, RSS = 1.53242e-09, Par. = -0.00202214  0.000840106   -26.1546    34.2613
## It.   19, RSS = 1.52963e-09, Par. = -0.00200606  0.00085232   -26.4497    33.9258
## It.   20, RSS = 1.52777e-09, Par. = -0.00197399  0.000875397   -27.0103    33.2848
## It.   21, RSS = 1.52488e-09, Par. = -0.00194242  0.000899817     -27.58    32.5673
## It.   22, RSS = 1.52196e-09, Par. = -0.0019142  0.000922656   -28.0921    31.8627
## It.   23, RSS = 1.51984e-09, Par. = -0.00189749  0.000936858   -28.3972    31.4047
## It.   24, RSS = 1.51838e-09, Par. = -0.00186469  0.000963706   -28.9719    30.5233
## It.   25, RSS = 1.51576e-09, Par. = -0.00183195  0.000992081    -29.547    29.5445
## It.   26, RSS = 1.51307e-09, Par. = -0.00180228  0.00101852   -30.0545    28.5903
## It.   27, RSS = 1.51119e-09, Par. = -0.0017862  0.00103341   -30.3227     28.031
## It.   28, RSS = 1.50986e-09, Par. = -0.00175408  0.00106159   -30.8297    26.9525
## It.   29, RSS = 1.50768e-09, Par. = -0.00172153  0.00109112   -31.3237    25.7743
## It.   30, RSS = 1.50551e-09, Par. = -0.00169127  0.00111875   -31.7529    24.6282
## It.   31, RSS = 1.50393e-09, Par. = -0.00167245  0.0011361   -32.0008    23.8823
## It.   32, RSS = 1.5028e-09, Par. = -0.0016352  0.00116889   -32.4607    22.4403
## It.   33, RSS = 1.50066e-09, Par. = -0.00159687  0.00120308   -32.8845    20.8753
## It.   34, RSS = 1.49855e-09, Par. = -0.00156062  0.00123494   -33.2294    19.3571
## It.   35, RSS = 1.49704e-09, Par. = -0.00153762  0.00125496   -33.4125    18.3693
## It.   36, RSS = 1.49591e-09, Par. = -0.00149191  0.00129261   -33.7393    16.4581
## It.   37, RSS = 1.49363e-09, Par. = -0.00144895  0.00132776   -33.9635    14.6027
## It.   38, RSS = 1.49203e-09, Par. = -0.00141661  0.0013534   -34.0735    13.1992
## It.   39, RSS = 1.49083e-09, Par. = -0.00135287  0.00140108   -34.2263    10.4958
## It.   40, RSS = 1.48777e-09, Par. = -0.00129228  0.0014451   -34.2078    7.88984
## It.   41, RSS = 1.48675e-09, Par. = -0.00117532  0.00152354   -33.9489    3.00332
## It.   42, RSS = 1.48279e-09, Par. = -0.00105025  0.00160118   -33.0982   -2.11747
## It.   43, RSS = 1.47907e-09, Par. = -0.00101554  0.00162331   -32.6104   -3.46695
## It.   44, RSS = 1.47721e-09, Par. = -0.000939209  0.00166088   -31.7773   -6.23223
## It.   45, RSS = 1.47702e-09, Par. = -0.000863444  0.0016967   -30.7473   -8.84918
## It.   46, RSS = 1.47289e-09, Par. = -0.000824139  0.00171465    -30.105   -10.1035
## It.   47, RSS = 1.47155e-09, Par. = -0.000799631  0.00172495   -29.6989   -10.8574
## It.   48, RSS = 1.47082e-09, Par. = -0.000751305  0.00174435   -28.8913   -12.3258
## It.   49, RSS = 1.46969e-09, Par. = -0.000703215  0.00176343   -28.0077   -13.6988
## It.   50, RSS = 1.46842e-09, Par. = -0.000655188  0.00178193   -27.0642   -14.9817
## It.   51, RSS = 1.4672e-09, Par. = -0.000607642  0.00179984   -26.0686   -16.1573
## It.   52, RSS = 1.46598e-09, Par. = -0.000561131  0.0018171   -25.0341   -17.2069
## It.   53, RSS = 1.46467e-09, Par. = -0.000516388  0.00183362   -23.9811   -18.1126
## It.   54, RSS = 1.46314e-09, Par. = -0.000474316  0.00184929   -22.9379   -18.8609
## It.   55, RSS = 1.45881e-09, Par. = -0.000453155  0.0018574   -22.3774   -19.1617
## It.   56, RSS = 1.45814e-09, Par. = -0.000444734  0.00186054   -22.1526   -19.2742
## It.   57, RSS = 1.45765e-09, Par. = -0.000428844  0.00186632    -21.734   -19.5001
## It.   58, RSS = 1.45719e-09, Par. = -0.00041843  0.00187023   -21.4517   -19.6309
## It.   59, RSS = 1.45677e-09, Par. = -0.00039965  0.00187741   -20.9424   -19.8667
## It.   60, RSS = 1.45628e-09, Par. = -0.000379274  0.00188571   -20.3752   -20.0911
## It.   61, RSS = 1.45574e-09, Par. = -0.000359301  0.00189454   -19.8066   -20.2834
## It.   62, RSS = 1.45529e-09, Par. = -0.000339818  0.00190432   -19.2419   -20.4516
## It.   63, RSS = 1.45496e-09, Par. = -0.000321154  0.00191621   -18.6938   -20.6104
## It.   64, RSS = 1.45471e-09, Par. = -0.000304787  0.00193403   -18.2176   -20.8129
## It.   65, RSS = 1.45422e-09, Par. = -0.000296086  0.00196103   -17.9921   -21.1212
## It.   66, RSS = 1.45396e-09, Par. = -0.000293746  0.00198614   -17.9635   -21.4198
## It.   67, RSS = 1.45386e-09, Par. = -0.000294825  0.00203373   -18.0896   -22.0192
## It.   68, RSS = 1.45373e-09, Par. = -0.000296919  0.00208361   -18.2494   -22.6411
## It.   69, RSS = 1.45362e-09, Par. = -0.00029857  0.00212216   -18.3718   -23.1143
## It.   70, RSS = 1.45356e-09, Par. = -0.000302139  0.00219575   -18.6185   -24.0176
## It.   71, RSS = 1.45343e-09, Par. = -0.00030551   0.002273   -18.8583    -24.939
## It.   72, RSS = 1.45326e-09, Par. = -0.000308328  0.00234407   -19.0644   -25.7657
## It.   73, RSS = 1.45316e-09, Par. = -0.000311313  0.0024216   -19.2826   -26.6524
## It.   74, RSS = 1.45301e-09, Par. = -0.000313855  0.00249334   -19.4723   -27.4527
## It.   75, RSS = 1.45292e-09, Par. = -0.000316538  0.00257111   -19.6723    -28.306
## It.   76, RSS = 1.45279e-09, Par. = -0.00031885  0.00264343   -19.8478   -29.0804
## It.   77, RSS = 1.45271e-09, Par. = -0.000321281  0.00272142   -20.0318   -29.9019
## It.   78, RSS = 1.4526e-09, Par. = -0.000323387  0.00279426   -20.1943    -30.651
## It.   79, RSS = 1.45253e-09, Par. = -0.000325596  0.00287244   -20.3642   -31.4423
## It.   80, RSS = 1.45243e-09, Par. = -0.000327529  0.00294576   -20.5153   -32.1674
## It.   81, RSS = 1.45237e-09, Par. = -0.000329541  0.00302411   -20.6723   -32.9298
## It.   82, RSS = 1.45228e-09, Par. = -0.000331312  0.00309781   -20.8127   -33.6309
## It.   83, RSS = 1.45222e-09, Par. = -0.000333151  0.00317631   -20.9582   -34.3659
## It.   84, RSS = 1.45215e-09, Par. = -0.000334781  0.0032504   -21.0891   -35.0447
## It.   85, RSS = 1.4521e-09, Par. = -0.00033647  0.00332903   -21.2244   -35.7538
## It.   86, RSS = 1.45203e-09, Par. = -0.000337975  0.00340346   -21.3466   -36.4109
## It.   87, RSS = 1.45198e-09, Par. = -0.000339534  0.0034822   -21.4728   -37.0957
## It.   88, RSS = 1.45192e-09, Par. = -0.000340927  0.00355692   -21.5872    -37.732
## It.   89, RSS = 1.45186e-09, Par. = -0.000342196  0.00362807   -21.6922   -38.3276
## It.   90, RSS = 1.45183e-09, Par. = -0.000343598  0.00370696    -21.807   -38.9796
## It.   91, RSS = 1.45178e-09, Par. = -0.000344854  0.00378208   -21.9113   -39.5876
## It.   92, RSS = 1.45173e-09, Par. = -0.00034601  0.00385384   -22.0079    -40.159
## It.   93, RSS = 1.4517e-09, Par. = -0.000347262  0.00393287    -22.112   -40.7799
## It.   94, RSS = 1.45166e-09, Par. = -0.000348397  0.00400835   -22.2074   -41.3614
## It.   95, RSS = 1.45161e-09, Par. = -0.000349441  0.00408063   -22.2958   -41.9093
## It.   96, RSS = 1.45159e-09, Par. = -0.000350578  0.00415977   -22.3912   -42.5019
## It.   97, RSS = 1.45155e-09, Par. = -0.000351611  0.00423559   -22.4789   -43.0589
## It.    0, RSS = 4.48635e-08, Par. =     0.0001     0.0002         -2         10
## It.    1, RSS = 1.91614e-08, Par. = -0.00161992  0.000243955   -18.9123    60.9636
## It.    2, RSS = 1.58324e-08, Par. = -0.00170855  0.000268224   -19.4589    56.4297
## It.    3, RSS = 1.21027e-08, Par. = -0.00190257  0.000324996   -19.4669    50.7196
## It.    4, RSS = 1.14052e-08, Par. = -0.00239003  0.000436322   -18.8244    43.5802
## It.    5, RSS = 2.68691e-09, Par. = -0.00263428  0.0004951   -18.1593    42.1619
## It.    6, RSS = 2.13482e-09, Par. = -0.00254616  0.000609169   -20.5125    40.5314
## It.    7, RSS = 2.09842e-09, Par. = -0.00254021  0.000633815   -20.9096    40.1398
## It.    8, RSS = 2.09488e-09, Par. = -0.00252072  0.000641888    -21.142    40.0421
## It.    9, RSS = 2.0897e-09, Par. = -0.00247834  0.000656246   -21.6092    39.8729
## It.   10, RSS = 2.08944e-09, Par. = -0.00240368  0.000683139   -22.4757    39.5168
## It.   11, RSS = 2.07347e-09, Par. = -0.00237125  0.000698026   -22.9293    39.2619
## It.   12, RSS = 2.07236e-09, Par. = -0.0023069  0.000725681   -23.7747    38.7925
## It.   13, RSS = 2.05976e-09, Par. = -0.00227857  0.000740841    -24.213    38.4827
## It.   14, RSS = 2.05803e-09, Par. =  -0.002222  0.000769112   -25.0336     37.905
## It.   15, RSS = 2.04793e-09, Par. = -0.00219679  0.000784499   -25.4548    37.5425
## It.   16, RSS = 2.04582e-09, Par. = -0.00214618  0.000813299   -26.2465    36.8603
## It.   17, RSS = 2.03908e-09, Par. = -0.00209781  0.000844197   -27.0579    36.0549
## It.   18, RSS = 2.03137e-09, Par. = -0.00205667  0.000872729   -27.7726    35.2511
## It.   19, RSS = 2.02651e-09, Par. = -0.00201313  0.000904016   -28.5289    34.3167
## It.   20, RSS = 2.02029e-09, Par. = -0.00197527  0.000933007   -29.1954    33.3922
## It.   21, RSS = 2.01597e-09, Par. = -0.00193503  0.000964514   -29.8907    32.3348
## It.   22, RSS = 2.01086e-09, Par. = -0.00189922  0.000993827   -30.5023    31.2946
## It.   23, RSS = 2.0074e-09, Par. = -0.00188123  0.00100943   -30.8064    30.7131
## It.   24, RSS = 2.00493e-09, Par. = -0.00184466  0.00103907   -31.3862     29.588
## It.   25, RSS =  2.001e-09, Par. = -0.00181187  0.00106696   -31.8933    28.4774
## It.   26, RSS = 1.99815e-09, Par. = -0.00179001  0.00108593   -32.2149     27.692
## It.   27, RSS = 1.99614e-09, Par. = -0.00174681  0.00112189   -32.8132    26.1644
## It.   28, RSS = 1.99197e-09, Par. = -0.00170306  0.0011594   -33.3717    24.4907
## It.   29, RSS = 1.98785e-09, Par. = -0.00166213  0.00119432   -33.8332    22.8574
## It.   30, RSS = 1.98501e-09, Par. = -0.0016387  0.00121443   -34.0617    21.8783
## It.   31, RSS = 1.98282e-09, Par. = -0.00159126  0.0012525   -34.4835    19.9686
## It.   32, RSS = 1.97896e-09, Par. = -0.00154688  0.00128824    -34.799    18.0965
## It.   33, RSS = 1.97615e-09, Par. = -0.00151371  0.00131431   -34.9759    16.6762
## It.   34, RSS = 1.97404e-09, Par. = -0.00144753  0.00136335   -35.2589     13.904
## It.   35, RSS = 1.96864e-09, Par. = -0.00138472  0.00140892   -35.3594    11.1963
## It.   36, RSS = 1.96482e-09, Par. = -0.00132854  0.00144733   -35.3186    8.80104
## It.   37, RSS = 1.96125e-09, Par. = -0.00121611  0.00151809   -35.0566     4.1435
## It.   38, RSS = 1.95321e-09, Par. = -0.00110616  0.00158279   -34.3263  -0.362876
## It.   39, RSS = 1.94936e-09, Par. = -0.00103561  0.00162072   -33.5807   -3.09205
## It.   40, RSS = 1.9447e-09, Par. = -0.000960099  0.00165622   -32.7045   -5.83854
## It.   41, RSS = 1.94146e-09, Par. = -0.000928233  0.00167091   -32.2368   -6.93879
## It.   42, RSS = 1.93836e-09, Par. = -0.000861612  0.00169811   -31.3022   -9.18376
## It.   43, RSS = 1.93552e-09, Par. = -0.00079288  0.00172517   -30.1851   -11.3702
## It.   44, RSS = 1.93123e-09, Par. = -0.000729375  0.0017488   -29.0316   -13.2422
## It.   45, RSS = 1.92827e-09, Par. = -0.000662488  0.00177217    -27.714   -15.0637
## It.   46, RSS = 1.92325e-09, Par. = -0.000601207  0.0017927   -26.3878   -16.5562
## It.   47, RSS = 1.92136e-09, Par. = -0.000536693  0.00181323   -24.8937   -17.9511
## It.   48, RSS = 1.90709e-09, Par. = -0.000507961  0.00182271    -24.147   -18.4269
## It.   49, RSS = 1.90402e-09, Par. = -0.00048781  0.00182871   -23.6317   -18.7612
## It.   50, RSS = 1.90194e-09, Par. = -0.000447559  0.00184024   -22.5934   -19.4098
## It.   51, RSS = 1.89806e-09, Par. = -0.000406643  0.00185216   -21.4715   -19.9309
## It.   52, RSS = 1.89388e-09, Par. = -0.000364957  0.00186419   -20.2761   -20.3307
## It.   53, RSS = 1.88692e-09, Par. = -0.000328048  0.00187485   -19.1646   -20.5438
## It.   54, RSS = 1.88207e-09, Par. = -0.000291262  0.00188533   -18.0175   -20.6382
## It.   55, RSS = 1.8769e-09, Par. = -0.000255545  0.00189554   -16.8574   -20.5868
## It.   56, RSS = 1.87101e-09, Par. = -0.000221934  0.00190523   -15.7229   -20.3922
## It.   57, RSS = 1.86436e-09, Par. = -0.000191683  0.0019141   -14.6647   -20.0794
## It.   58, RSS = 1.86272e-09, Par. = -0.000160143  0.00192367   -13.5297   -19.6265
## It.   59, RSS = 1.85055e-09, Par. = -0.000146445  0.0019282   -13.0096   -19.3123
## It.   60, RSS = 1.84926e-09, Par. = -0.000140445  0.0019301   -12.7843   -19.1792
## It.   61, RSS = 1.84825e-09, Par. = -0.00012843  0.00193419   -12.3338    -18.927
## It.   62, RSS = 1.84749e-09, Par. = -0.00012373  0.00193596   -12.1525   -18.8059
## It.   63, RSS = 1.84698e-09, Par. = -0.000114345  0.00194039   -11.7953   -18.5888
## It.   64, RSS = 1.84662e-09, Par. = -0.000106452  0.00194854   -11.4936   -18.4186
## It.   65, RSS = 1.84641e-09, Par. = -0.000103528  0.0019815   -11.4044   -18.5849
## It.   66, RSS = 1.84622e-09, Par. = -0.000104071  0.00204403   -11.4735   -19.0831
## It.   67, RSS =  1.846e-09, Par. = -0.000105079  0.0021099   -11.5607   -19.6078
## It.   68, RSS = 1.84579e-09, Par. = -0.000106006  0.00217099   -11.6392   -20.0823
## It.   69, RSS = 1.84564e-09, Par. = -0.000106564  0.00221165   -11.6878   -20.3881
## It.   70, RSS = 1.84554e-09, Par. = -0.000107746  0.00228945   -11.7853   -20.9771
## It.   71, RSS = 1.84536e-09, Par. = -0.000108845  0.00237084   -11.8782   -21.5671
## It.   72, RSS = 1.84515e-09, Par. = -0.000109765  0.00244585   -11.9576   -22.0915
## It.   73, RSS =  1.845e-09, Par. = -0.000110732  0.00252736   -12.0407   -22.6485
## It.   74, RSS = 1.84482e-09, Par. = -0.000111555  0.0026029   -12.1125   -23.1471
## It.   75, RSS = 1.8447e-09, Par. = -0.000112415  0.0026845   -12.1873   -23.6739
## It.   76, RSS = 1.84454e-09, Par. = -0.000113154  0.00276051   -12.2525   -24.1487
## It.   77, RSS = 1.84443e-09, Par. = -0.000113923  0.00284221   -12.3201    -24.648
## It.   78, RSS = 1.8443e-09, Par. = -0.000114591  0.00291863   -12.3796   -25.1007
## It.   79, RSS = 1.84419e-09, Par. = -0.000115283  0.00300039    -12.441   -25.5749
## It.   80, RSS = 1.84408e-09, Par. = -0.00011589  0.00307718   -12.4955   -26.0073
## It.   81, RSS = 1.84399e-09, Par. = -0.000116516  0.00315901   -12.5516   -26.4587
## It.   82, RSS = 1.84388e-09, Par. = -0.000117068  0.00323612   -12.6015   -26.8721
## It.   83, RSS = 1.8438e-09, Par. = -0.000117637  0.00331801   -12.6529   -27.3025
## It.   84, RSS = 1.84371e-09, Par. = -0.000118141  0.00339541   -12.6989   -27.6984
## It.   85, RSS = 1.84364e-09, Par. = -0.000118661  0.00347734   -12.7462   -28.1096
## It.   86, RSS = 1.84356e-09, Par. = -0.000119125   0.003555   -12.7887   -28.4893
## It.   87, RSS = 1.84348e-09, Par. = -0.000119547  0.00362893   -12.8276   -28.8431
## It.   88, RSS = 1.84343e-09, Par. = -0.000119747  0.00366936    -12.847   -29.0302
## It.   89, RSS = 1.84339e-09, Par. = -0.000120202  0.00374824   -12.8879    -29.401
## It.   90, RSS = 1.84332e-09, Par. = -0.000120593  0.00382346   -12.9241   -29.7431
## It.   91, RSS = 1.84327e-09, Par. = -0.000120778  0.00386446   -12.9421   -29.9234
## It.   92, RSS = 1.84324e-09, Par. = -0.000121196  0.00394455     -12.98   -30.2811
## It.   93, RSS = 1.84318e-09, Par. = -0.000121558  0.00402107   -13.0136   -30.6121
## It.   94, RSS = 1.84313e-09, Par. = -0.000121727  0.00406267   -13.0302    -30.786
## It.   95, RSS = 1.8431e-09, Par. = -0.000122111  0.00414399   -13.0653   -31.1314
## It.   96, RSS = 1.84305e-09, Par. = -0.000122446  0.00422183   -13.0966    -31.452
## It.    0, RSS = 4.39492e-08, Par. =     0.0001     0.0002         -2         10
## It.    1, RSS = 1.9498e-08, Par. = -0.00171185  0.000232244   -17.9074    63.1707
## It.    2, RSS = 1.32666e-08, Par. = -0.00179978  0.000252746   -19.1656    57.9772
## It.    3, RSS = 9.7832e-09, Par. = -0.00198401  0.000314551   -19.2571    51.4768
## It.    4, RSS = 5.16155e-09, Par. = -0.0022233  0.000376068   -18.8857    47.7085
## It.    5, RSS = 3.09279e-09, Par. = -0.00242567  0.000420192   -18.5724    45.6491
## It.    6, RSS = 3.01917e-09, Par. = -0.00281705  0.000512657   -18.4159    42.1885
## It.    7, RSS = 1.58513e-09, Par. = -0.00263734  0.000546576   -19.4887    42.2177
## It.    8, RSS = 1.52175e-09, Par. = -0.00261805  0.000552843   -19.7262    42.1111
## It.    9, RSS = 1.51807e-09, Par. = -0.00256419  0.000564538   -20.1693    42.0015
## It.   10, RSS = 1.51347e-09, Par. = -0.00251692  0.000575682   -20.5871    41.8724
## It.   11, RSS = 1.50963e-09, Par. = -0.00247968  0.000585068    -20.933    41.7485
## It.   12, RSS = 1.50776e-09, Par. = -0.00241054  0.000602837   -21.5843    41.5001
## It.   13, RSS = 1.50203e-09, Par. =  -0.002345  0.000622008   -22.2657     41.175
## It.   14, RSS = 1.49525e-09, Par. = -0.0022897  0.000639978   -22.8848    40.8258
## It.   15, RSS = 1.49097e-09, Par. = -0.00223295  0.000659658   -23.5477    40.4069
## It.   16, RSS = 1.48535e-09, Par. = -0.00218448  0.000678122   -24.1509    39.9711
## It.   17, RSS = 1.48157e-09, Par. = -0.00213463  0.000698239   -24.7925    39.4612
## It.   18, RSS = 1.47686e-09, Par. = -0.00209151  0.000717154   -25.3767    38.9415
## It.   19, RSS = 1.47351e-09, Par. = -0.00204705  0.000737659   -25.9937     38.344
## It.   20, RSS = 1.46952e-09, Par. = -0.00200809  0.000756981   -26.5557     37.743
## It.   21, RSS = 1.46653e-09, Par. = -0.00196783  0.000777822   -27.1452    37.0615
## It.   22, RSS = 1.46312e-09, Par. = -0.0019321  0.000797506    -27.682    36.3819
## It.   23, RSS = 1.46071e-09, Par. = -0.00191511  0.000807678    -27.947    36.0126
## It.   24, RSS =  1.459e-09, Par. = -0.00188091  0.000827079   -28.4558    35.3008
## It.   25, RSS = 1.45639e-09, Par. = -0.00185049  0.000845589   -28.9205    34.5895
## It.   26, RSS = 1.45446e-09, Par. = -0.00183155  0.000857716   -29.2126    34.1061
## It.   27, RSS = 1.45307e-09, Par. = -0.00179445  0.000880856   -29.7669     33.167
## It.   28, RSS = 1.45026e-09, Par. = -0.00176161  0.000902823   -30.2634    32.2346
## It.   29, RSS = 1.44832e-09, Par. = -0.00174498  0.000914633   -30.5145     31.715
## It.   30, RSS = 1.44691e-09, Par. = -0.00171155  0.000937174   -30.9952    30.7073
## It.   31, RSS = 1.44466e-09, Par. = -0.00168131  0.000958674   -31.4252    29.7107
## It.   32, RSS = 1.44301e-09, Par. = -0.0016625  0.000972519   -31.6853    29.0497
## It.   33, RSS = 1.44179e-09, Par. = -0.00162535  0.000998937   -32.1758    27.7632
## It.   34, RSS = 1.43937e-09, Par. = -0.00159169  0.00102404   -32.6016    26.4971
## It.   35, RSS = 1.43772e-09, Par. = -0.00157345  0.00103812   -32.8186    25.7659
## It.   36, RSS = 1.43646e-09, Par. = -0.00153681  0.00106498   -33.2291    24.3422
## It.   37, RSS = 1.43435e-09, Par. = -0.00150304  0.00109058   -33.5766    22.9436
## It.   38, RSS = 1.43282e-09, Par. = -0.00148109  0.00110745    -33.779    21.9979
## It.   39, RSS = 1.43166e-09, Par. = -0.00143757  0.00113953   -34.1492    20.1551
## It.   40, RSS = 1.42924e-09, Par. = -0.00139725  0.00116999    -34.433    18.3526
## It.   41, RSS = 1.4276e-09, Par. = -0.00137216  0.00118905   -34.5708    17.1954
## It.   42, RSS = 1.4263e-09, Par. = -0.00132199  0.00122513   -34.8093    14.9402
## It.   43, RSS = 1.42372e-09, Par. = -0.00127491  0.00125937   -34.9391    12.7411
## It.   44, RSS = 1.42178e-09, Par. = -0.00123432  0.00128822   -34.9764    10.8351
## It.   45, RSS = 1.42024e-09, Par. = -0.00115469  0.00134206    -34.947     7.1538
## It.   46, RSS = 1.41573e-09, Par. = -0.00107972  0.00139244   -34.6597    3.61919
## It.   47, RSS = 1.41211e-09, Par. = -0.000933801  0.00148256   -33.7479   -3.00751
## It.   48, RSS = 1.40945e-09, Par. = -0.000924197  0.00149559   -33.4103   -3.56746
## It.   49, RSS = 1.40802e-09, Par. = -0.00089026  0.00151366   -33.0118   -4.97729
## It.   50, RSS = 1.4065e-09, Par. = -0.000823289  0.00154842   -32.1494   -7.71092
## It.   51, RSS = 1.40573e-09, Par. = -0.000756471  0.00158253   -31.0978   -10.3079
## It.   52, RSS = 1.40132e-09, Par. = -0.000722069  0.00159994   -30.4517   -11.5432
## It.   53, RSS = 1.39978e-09, Par. = -0.000698335  0.00161099   -30.0017   -12.3654
## It.   54, RSS = 1.39891e-09, Par. = -0.000650902  0.00163212   -29.0871   -13.9785
## It.   55, RSS = 1.3975e-09, Par. = -0.000603261  0.00165325   -28.0693   -15.4815
## It.   56, RSS = 1.39594e-09, Par. = -0.000554899  0.00167405   -26.9573    -16.883
## It.   57, RSS = 1.3933e-09, Par. = -0.000510543  0.00169269   -25.8587   -18.0362
## It.   58, RSS = 1.39167e-09, Par. = -0.000465822  0.00171091   -24.6864   -19.0733
## It.   59, RSS = 1.39024e-09, Par. = -0.000421286  0.00172873   -23.4455   -19.9578
## It.   60, RSS = 1.38307e-09, Par. =  -0.000401  0.00173708   -22.8303    -20.252
## It.   61, RSS = 1.38177e-09, Par. = -0.000387301  0.0017423   -22.4193   -20.4522
## It.   62, RSS = 1.38095e-09, Par. = -0.000360953  0.00175213   -21.6243   -20.8268
## It.   63, RSS = 1.37924e-09, Par. = -0.000335486  0.00176181   -20.8204    -21.105
## It.   64, RSS = 1.37748e-09, Par. = -0.000310951  0.00177112   -20.0222   -21.3072
## It.   65, RSS = 1.37573e-09, Par. = -0.00028769  0.00177996   -19.2429   -21.4345
## It.   66, RSS = 1.37468e-09, Par. = -0.000262641  0.00178959   -18.3819   -21.5066
## It.   67, RSS = 1.37271e-09, Par. = -0.00024042  0.00179839   -17.5921     -21.49
## It.   68, RSS = 1.37214e-09, Par. = -0.000216561  0.00180832    -16.726   -21.4122
## It.   69, RSS = 1.36926e-09, Par. = -0.000205856  0.00181309   -16.3194   -21.3142
## It.   70, RSS = 1.36885e-09, Par. = -0.000200029  0.00181564   -16.0998   -21.2645
## It.   71, RSS = 1.36854e-09, Par. = -0.000188433  0.00182124   -15.6636   -21.1752
## It.   72, RSS = 1.36818e-09, Par. = -0.000177204  0.00182795   -15.2345   -21.0711
## It.   73, RSS = 1.36797e-09, Par. = -0.000166767  0.0018384   -14.8363   -20.9991
## It.   74, RSS = 1.36772e-09, Par. = -0.000161089  0.00185668   -14.6325   -21.0806
## It.   75, RSS = 1.36759e-09, Par. = -0.00016017  0.0018971   -14.6478   -21.4933
## It.   76, RSS = 1.36747e-09, Par. = -0.000160777  0.00193527   -14.7195   -21.9055
## It.   77, RSS = 1.36743e-09, Par. = -0.000162752  0.00200788   -14.8885   -22.7042
## It.   78, RSS = 1.36723e-09, Par. = -0.000163581  0.00204611   -14.9647   -23.1011
## It.   79, RSS = 1.3672e-09, Par. = -0.000165437  0.0021191   -15.1231   -23.8718
## It.   80, RSS = 1.36702e-09, Par. = -0.000166202  0.00215739   -15.1938   -24.2534
## It.   81, RSS =  1.367e-09, Par. = -0.000167897  0.00223071   -15.3402    -24.996
## It.   82, RSS = 1.36684e-09, Par. = -0.000168592  0.00226908   -15.4055   -25.3628
## It.   83, RSS = 1.36682e-09, Par. = -0.000170148  0.00234273   -15.5413    -26.079
## It.   84, RSS = 1.36668e-09, Par. = -0.000170784  0.00238115   -15.6018   -26.4319
## It.   85, RSS = 1.36665e-09, Par. = -0.000172211  0.00245508   -15.7279   -27.1226
## It.   86, RSS = 1.36653e-09, Par. = -0.000172795  0.00249356    -15.784   -27.4625
## It.   87, RSS = 1.36651e-09, Par. = -0.000174109  0.00256771   -15.9013    -28.129
## It.   88, RSS = 1.3664e-09, Par. = -0.000174646  0.00260624   -15.9535   -28.4566
## It.   89, RSS = 1.36638e-09, Par. = -0.000175861  0.00268061   -16.0631   -29.1003
## It.   90, RSS = 1.36628e-09, Par. = -0.000176299  0.00271548   -16.1065   -29.3851
## It.   91, RSS = 1.36625e-09, Par. = -0.000177319  0.00278313   -16.1994   -29.9501
## It.   92, RSS = 1.36618e-09, Par. = -0.000178191  0.00284706    -16.281   -30.4669
## It.   93, RSS = 1.36613e-09, Par. = -0.000179112  0.00291685   -16.3672   -31.0212
## It.   94, RSS = 1.36607e-09, Par. = -0.000179924  0.00298285   -16.4444   -31.5324
## It.   95, RSS = 1.36602e-09, Par. = -0.000180765  0.00305271    -16.524   -32.0644
## It.   96, RSS = 1.36596e-09, Par. = -0.000181514  0.00311897   -16.5958   -32.5571
## It.   97, RSS = 1.36591e-09, Par. = -0.000182202  0.00318209    -16.662   -33.0178
## It.    0, RSS = 4.47052e-08, Par. =     0.0001     0.0002         -2         10
## It.    1, RSS = 1.86063e-08, Par. = -0.00176424  0.000232433    -18.748    65.7254
## It.    2, RSS = 1.31231e-08, Par. = -0.00185509  0.000254619   -20.0156    60.4729
## It.    3, RSS = 9.96175e-09, Par. = -0.00204428  0.000318247   -20.1299    53.5938
## It.    4, RSS = 5.26226e-09, Par. = -0.0022903  0.000381766   -19.7399     49.653
## It.    5, RSS = 3.30561e-09, Par. = -0.00248249  0.000424045   -19.4335    47.6645
## It.    6, RSS = 2.67694e-09, Par. = -0.00288261  0.00050825   -19.0542    44.2034
## It.    7, RSS = 2.29852e-09, Par. = -0.00259178  0.000577186   -21.2603    43.9517
## It.    8, RSS = 2.09414e-09, Par. = -0.00237709  0.000637176   -23.4808     42.999
## It.    9, RSS = 1.90597e-09, Par. = -0.00221076  0.000700083   -25.5992    41.5474
## It.   10, RSS = 1.79988e-09, Par. = -0.00207272  0.000765025    -27.596    39.6536
## It.   11, RSS = 1.7284e-09, Par. = -0.00195359  0.000831542   -29.4507    37.3413
## It.   12, RSS = 1.67812e-09, Par. = -0.00184717  0.000899273    -31.141     34.639
## It.   13, RSS = 1.64209e-09, Par. = -0.00174896  0.000967814   -32.6443    31.5758
## It.   14, RSS = 1.61557e-09, Par. = -0.00165575  0.00103671   -33.9381    28.1837
## It.   15, RSS = 1.59551e-09, Par. = -0.00156524  0.00110546   -34.9997    24.5001
## It.   16, RSS = 1.57995e-09, Par. = -0.00147583  0.0011735   -35.8071    20.5697
## It.   17, RSS = 1.5649e-09, Par. = -0.00139463  0.0012346   -36.2896    16.7993
## It.   18, RSS = 1.55934e-09, Par. =  -0.001304  0.00129934   -36.5673    12.5597
## It.   19, RSS = 1.55044e-09, Par. = -0.00121822  0.00135875   -36.5346    8.46464
## It.   20, RSS = 1.54609e-09, Par. = -0.00116104  0.00139711   -36.3133     5.7324
## It.   21, RSS = 1.54113e-09, Par. = -0.00104378  0.00146759   -35.7203   0.398142
## It.   22, RSS = 1.53794e-09, Par. = -0.000970294  0.00151247   -34.9387   -2.95497
## It.   23, RSS = 1.53311e-09, Par. = -0.000891755  0.00155456   -33.9909    -6.2774
## It.   24, RSS = 1.53077e-09, Par. = -0.000811071  0.00159534   -32.8013   -9.52265
## It.   25, RSS = 1.52709e-09, Par. = -0.000739049  0.00162987   -31.5336    -12.216
## It.   26, RSS = 1.52572e-09, Par. = -0.000663352  0.00166373   -30.0399   -14.8265
## It.   27, RSS = 1.51365e-09, Par. = -0.000629714  0.00167903   -29.2476   -15.8304
## It.   28, RSS = 1.51094e-09, Par. = -0.000607707   0.001688   -28.7381   -16.4702
## It.   29, RSS = 1.50904e-09, Par. = -0.000563044  0.00170532   -27.6948   -17.7476
## It.   30, RSS = 1.50607e-09, Par. = -0.000517272  0.00172304   -26.5338    -18.916
## It.   31, RSS = 1.50134e-09, Par. = -0.000475636  0.00173878   -25.4074   -19.8445
## It.   32, RSS = 1.49783e-09, Par. = -0.000432424  0.00175454   -24.1809   -20.6839
## It.   33, RSS = 1.49249e-09, Par. = -0.000392806  0.00176873   -22.9889    -21.304
## It.   34, RSS = 1.48877e-09, Par. = -0.000351946  0.00178291   -21.7046    -21.804
## It.   35, RSS = 1.48258e-09, Par. = -0.000314523  0.0017957   -20.4646   -22.0944
## It.   36, RSS = 1.47844e-09, Par. = -0.000276491  0.00180832   -19.1532   -22.2356
## It.   37, RSS = 1.47423e-09, Par. = -0.000238561  0.0018207   -17.7842   -22.1852
## It.   38, RSS = 1.46932e-09, Par. = -0.000201619  0.00183255   -16.3904   -21.9262
## It.   39, RSS = 1.46269e-09, Par. = -0.000167015  0.0018435    -15.028   -21.4662
## It.   40, RSS = 1.45362e-09, Par. = -0.000136471  0.00185309   -13.7779   -20.8576
## It.   41, RSS = 1.45061e-09, Par. = -0.000106546  0.00186265   -12.5154   -20.0863
## It.   42, RSS = 1.4346e-09, Par. = -9.25452e-05  0.00186746   -11.8956   -19.5762
## It.   43, RSS = 1.43314e-09, Par. = -8.88989e-05  0.00186868    -11.735   -19.4362
## It.   44, RSS = 1.43242e-09, Par. = -8.14988e-05  0.00187126   -11.4108   -19.1837
## It.   45, RSS = 1.43194e-09, Par. = -7.66396e-05  0.00187316   -11.1949   -19.0031
## It.   46, RSS = 1.4318e-09, Par. = -6.72088e-05  0.00188264   -10.7803   -18.6976
## It.   47, RSS = 1.43138e-09, Par. = -6.49655e-05  0.00190305   -10.6904   -18.7427
## It.   48, RSS = 1.43128e-09, Par. = -6.5091e-05  0.00194214   -10.7219   -19.0393
## It.   49, RSS = 1.43121e-09, Par. = -6.60555e-05  0.00201652   -10.8133   -19.6282
## It.   50, RSS = 1.43105e-09, Par. = -6.69973e-05  0.00209466   -10.9024   -20.2202
## It.   51, RSS = 1.43086e-09, Par. = -6.77848e-05  0.00216611   -10.9778   -20.7407
## It.   52, RSS = 1.43073e-09, Par. = -6.86122e-05  0.00224434   -11.0569   -21.2966
## It.   53, RSS = 1.43057e-09, Par. = -6.93094e-05  0.00231637   -11.1245   -21.7891
## It.   54, RSS = 1.43047e-09, Par. = -7.00374e-05  0.00239469    -11.195   -22.3116
## It.   55, RSS = 1.43033e-09, Par. = -7.06594e-05  0.00246721   -11.2559   -22.7783
## It.   56, RSS = 1.43024e-09, Par. = -7.13044e-05  0.00254561   -11.3191   -23.2709
## It.   57, RSS = 1.43012e-09, Par. = -7.18612e-05  0.00261858   -11.3741   -23.7141
## It.   58, RSS = 1.43004e-09, Par. = -7.24374e-05  0.00269704   -11.4311   -24.1797
## It.   59, RSS = 1.42994e-09, Par. = -7.29382e-05  0.00277038   -11.4811    -24.601
## It.   60, RSS = 1.42987e-09, Par. = -7.34559e-05  0.00284889   -11.5326   -25.0422
## It.   61, RSS = 1.42978e-09, Par. = -7.39092e-05  0.00292258   -11.5782   -25.4437
## It.   62, RSS = 1.42971e-09, Par. = -7.43762e-05  0.00300114   -11.6251   -25.8626
## It.   63, RSS = 1.42963e-09, Par. = -7.4788e-05  0.00307514   -11.6669   -26.2458
## It.   64, RSS = 1.42957e-09, Par. = -7.52111e-05  0.00315374   -11.7097   -26.6444
## It.   65, RSS = 1.42951e-09, Par. = -7.55881e-05  0.00322802   -11.7481   -27.0108
## It.   66, RSS = 1.42945e-09, Par. = -7.59736e-05  0.00330665   -11.7873   -27.3908
## It.   67, RSS = 1.42939e-09, Par. = -7.6318e-05  0.00338117   -11.8227   -27.7414
## It.   68, RSS = 1.42934e-09, Par. = -7.66318e-05  0.00345208    -11.855    -28.068
## It.   69, RSS = 1.42929e-09, Par. = -7.69726e-05  0.00353075   -11.8899    -28.424
## It.   70, RSS = 1.42924e-09, Par. = -7.72779e-05  0.00360559   -11.9215   -28.7539
## It.   71, RSS = 1.4292e-09, Par. = -7.75573e-05  0.00367702   -11.9504   -29.0624
## It.   72, RSS = 1.42916e-09, Par. = -7.76907e-05  0.00371553   -11.9648   -29.2234
## It.   73, RSS = 1.42914e-09, Par. = -7.79844e-05  0.00379081   -11.9948   -29.5424
## It.   74, RSS = 1.42909e-09, Par. = -7.82418e-05  0.00386281   -12.0215   -29.8381
## It.   75, RSS = 1.42906e-09, Par. = -7.83667e-05  0.00390244    -12.035   -29.9958
## It.   76, RSS = 1.42904e-09, Par. = -7.86423e-05  0.00397994   -12.0633   -30.3083
## It.   77, RSS =  1.429e-09, Par. = -7.88832e-05  0.00405414   -12.0884   -30.5983
## It.   78, RSS = 1.42897e-09, Par. = -7.8997e-05  0.00409402   -12.1009   -30.7493
## It.   79, RSS = 1.42895e-09, Par. = -7.92495e-05  0.00417212   -12.1269   -31.0491
## It.   80, RSS = 1.42891e-09, Par. = -7.94707e-05  0.00424703   -12.1501   -31.3281
## It.   81, RSS = 1.42889e-09, Par. = -7.95788e-05  0.00428803   -12.1619   -31.4763
## It.   82, RSS = 1.42887e-09, Par. = -7.98157e-05  0.00436834   -12.1865   -31.7702
## It.   83, RSS = 1.42884e-09, Par. = -8.00248e-05  0.00444544   -12.2085   -32.0442
## It.   84, RSS = 1.42881e-09, Par. = -8.01238e-05  0.00448675   -12.2194   -32.1866
## It.   85, RSS = 1.42879e-09, Par. = -8.03412e-05  0.00456771   -12.2421   -32.4692
## It.   86, RSS = 1.42876e-09, Par. = -8.05347e-05  0.00464556   -12.2626   -32.7336
## It.   87, RSS = 1.42874e-09, Par. = -8.06283e-05  0.00468801   -12.2729   -32.8735
## It.   88, RSS = 1.42872e-09, Par. = -8.08346e-05  0.00477124   -12.2944   -33.1513
## It.   89, RSS = 1.42869e-09, Par. = -8.10166e-05  0.00485135   -12.3138   -33.4113
## It.   90, RSS = 1.42867e-09, Par. = -8.11029e-05  0.00489415   -12.3234   -33.5461
## It.   91, RSS = 1.42866e-09, Par. = -8.12942e-05  0.00497812   -12.3434   -33.8142
## It.   92, RSS = 1.42863e-09, Par. = -8.14643e-05  0.00505907   -12.3616   -34.0656
## It.   93, RSS = 1.42861e-09, Par. = -8.15457e-05  0.00510302   -12.3707   -34.1983
## It.   94, RSS = 1.4286e-09, Par. = -8.17259e-05  0.0051893   -12.3896   -34.4619
## It.   95, RSS = 1.42857e-09, Par. = -8.1887e-05  0.00527252   -12.4069   -34.7096
## It.   96, RSS = 1.42855e-09, Par. = -8.19628e-05  0.00531684   -12.4154   -34.8377
## It.   97, RSS = 1.42854e-09, Par. = -8.21317e-05  0.0054039   -12.4332   -35.0927
## It.    0, RSS = 4.48533e-08, Par. =     0.0001     0.0002         -2         10
## It.    1, RSS = 1.88116e-08, Par. = -0.0017637  0.000225871   -17.9813    65.3762
## It.    2, RSS = 1.21461e-08, Par. = -0.00185065  0.000246062   -19.5584    60.0802
## It.    3, RSS = 9.14939e-09, Par. = -0.00203256  0.000310624   -19.7005    52.9867
## It.    4, RSS = 4.56286e-09, Par. = -0.00227616  0.000374907   -19.3233    48.9693
## It.    5, RSS = 3.1887e-09, Par. = -0.0023936  0.000402584   -19.1061    47.7517
## It.    6, RSS = 2.19634e-09, Par. = -0.00265509  0.000455119   -18.8106    45.3147
## It.    7, RSS = 2.08875e-09, Par. = -0.00243935  0.000552856    -21.605    44.3885
## It.    8, RSS = 1.77613e-09, Par. = -0.0023422  0.000598029   -23.0657    43.5548
## It.    9, RSS = 1.7436e-09, Par. =   -0.00233  0.000607521   -23.3402    43.3313
## It.   10, RSS = 1.74102e-09, Par. = -0.00228261  0.0006228   -23.9063    43.0574
## It.   11, RSS = 1.73717e-09, Par. = -0.0022354  0.000639157   -24.5072    42.7257
## It.   12, RSS = 1.73299e-09, Par. = -0.00219414  0.000654658   -25.0625    42.3788
## It.   13, RSS = 1.72998e-09, Par. = -0.00217302  0.000663381   -25.3656    42.1648
## It.   14, RSS = 1.7278e-09, Par. = -0.00213126  0.000680015   -25.9462    41.7548
## It.   15, RSS = 1.72423e-09, Par. = -0.00209516  0.000695857   -26.4823    41.3279
## It.   16, RSS = 1.72165e-09, Par. = -0.00207491  0.000705486    -26.798    41.0505
## It.   17, RSS = 1.71977e-09, Par. = -0.00203516  0.000723869   -27.4016    40.5138
## It.   18, RSS = 1.7164e-09, Par. = -0.00200073  0.000741343   -27.9551    39.9644
## It.   19, RSS = 1.71402e-09, Par. = -0.00198266  0.00075128   -28.2583    39.6333
## It.   20, RSS = 1.71227e-09, Par. = -0.00194675  0.000770268   -28.8396    38.9935
## It.   21, RSS = 1.70937e-09, Par. = -0.00191525  0.00078834   -29.3715     38.347
## It.   22, RSS = 1.70729e-09, Par. = -0.00189749  0.000799213   -29.6793    37.9394
## It.   23, RSS = 1.70574e-09, Par. = -0.00186236  0.000820001   -30.2676    37.1481
## It.   24, RSS =  1.703e-09, Par. = -0.00183137  0.000839762   -30.8014    36.3555
## It.   25, RSS = 1.70107e-09, Par. = -0.00181463  0.000851096   -31.0933    35.8815
## It.   26, RSS = 1.69963e-09, Par. = -0.00178124  0.000872775   -31.6522    34.9606
## It.   27, RSS = 1.6972e-09, Par. = -0.00175138  0.000893407   -32.1563    34.0442
## It.   28, RSS = 1.69546e-09, Par. = -0.00173427  0.000905789    -32.443     33.474
## It.   29, RSS = 1.69415e-09, Par. = -0.00170021  0.000929477   -32.9895    32.3633
## It.   30, RSS = 1.69182e-09, Par. = -0.00166949  0.000951999   -33.4751    31.2633
## It.   31, RSS = 1.69018e-09, Par. = -0.0016523  0.000965091   -33.7385    30.6021
## It.   32, RSS = 1.68893e-09, Par. = -0.00161788  0.000990135   -34.2398    29.3127
## It.   33, RSS = 1.68677e-09, Par. = -0.00158641  0.00101397   -34.6773      28.04
## It.   34, RSS = 1.68524e-09, Par. = -0.00156771  0.00102847    -34.921    27.2412
## It.   35, RSS = 1.68405e-09, Par. = -0.00153034  0.00105619   -35.3796    25.6808
## It.   36, RSS = 1.68188e-09, Par. = -0.00149582  0.00108254   -35.7641    24.1449
## It.   37, RSS = 1.68036e-09, Par. = -0.00147519  0.00109849   -35.9674    23.1869
## It.   38, RSS = 1.67916e-09, Par. = -0.00143379  0.00112893   -36.3434    21.3128
## It.   39, RSS = 1.67695e-09, Par. = -0.00139507  0.00115786   -36.6324    19.4718
## It.   40, RSS = 1.67539e-09, Par. = -0.00136939  0.00117698   -36.7812    18.2193
## It.   41, RSS = 1.67414e-09, Par. =  -0.001318  0.00121328   -37.0349    15.7677
## It.   42, RSS = 1.67147e-09, Par. = -0.00126942  0.00124766    -37.163    13.3666
## It.   43, RSS = 1.66955e-09, Par. = -0.00123045  0.00127448   -37.1829    11.4313
## It.   44, RSS = 1.66791e-09, Par. = -0.00115282  0.0013248    -37.123    7.65594
## It.   45, RSS = 1.66363e-09, Par. = -0.0010785  0.00137199   -36.7946    3.99005
## It.   46, RSS = 1.65973e-09, Par. = -0.000930903  0.00145736   -35.7646    -3.0159
## It.   47, RSS = 1.65722e-09, Par. = -0.000921975  0.00146878   -35.4063    -3.5585
## It.   48, RSS = 1.65585e-09, Par. = -0.000890165  0.00148438   -34.9976   -4.93879
## It.   49, RSS = 1.65397e-09, Par. = -0.000826488  0.00151458   -34.1131   -7.65333
## It.   50, RSS = 1.65258e-09, Par. = -0.000761902  0.00154441    -33.033   -10.2821
## It.   51, RSS = 1.6513e-09, Par. = -0.00069496  0.00157359     -31.76   -12.8354
## It.   52, RSS = 1.64583e-09, Par. = -0.000665628  0.00158644   -31.0978   -13.8449
## It.   53, RSS = 1.64421e-09, Par. = -0.00063922  0.0015968   -30.5162   -14.7382
## It.   54, RSS = 1.64408e-09, Par. = -0.000586118  0.00161687   -29.3118   -16.4822
## It.   55, RSS = 1.63979e-09, Par. = -0.00055866  0.0016276   -28.5999   -17.2711
## It.   56, RSS = 1.63823e-09, Par. = -0.000540049  0.00163436   -28.1164    -17.788
## It.   57, RSS = 1.63711e-09, Par. = -0.000502644  0.00164741   -27.1367   -18.8078
## It.   58, RSS = 1.63518e-09, Par. = -0.000464592  0.00166071   -26.0698   -19.7286
## It.   59, RSS = 1.6331e-09, Par. = -0.000425595  0.00167404     -24.92   -20.5578
## It.   60, RSS = 1.62966e-09, Par. = -0.000391002  0.00168569   -23.8432   -21.1718
## It.   61, RSS = 1.62735e-09, Par. = -0.00035579  0.00169724   -22.7045   -21.6929
## It.   62, RSS = 1.62508e-09, Par. = -0.00032038  0.00170871   -21.5067   -22.0862
## It.   63, RSS = 1.62272e-09, Par. = -0.000285197  0.00171998   -20.2631   -22.3313
## It.   64, RSS = 1.61826e-09, Par. = -0.000254073  0.00172991   -19.1124   -22.3986
## It.   65, RSS = 1.61523e-09, Par. = -0.000224198  0.00173931   -17.9707   -22.3403
## It.   66, RSS = 1.61186e-09, Par. = -0.000196531  0.00174804   -16.8745   -22.1536
## It.   67, RSS = 1.61079e-09, Par. = -0.000168025  0.00175714   -15.7106   -21.8332
## It.   68, RSS = 1.60317e-09, Par. = -0.00015487  0.00176156   -15.1454   -21.5721
## It.   69, RSS = 1.60224e-09, Par. = -0.000149303  0.00176335   -14.9074   -21.4611
## It.   70, RSS = 1.6015e-09, Par. = -0.000138123  0.00176697   -14.4313   -21.2539
## It.   71, RSS = 1.60087e-09, Par. = -0.000132843  0.00176876   -14.2006   -21.1313
## It.   72, RSS = 1.60037e-09, Par. = -0.000122233  0.00177259   -13.7402   -20.8995
## It.   73, RSS = 1.59987e-09, Par. = -0.000111912  0.00177715    -13.285   -20.6455
## It.   74, RSS = 1.59962e-09, Par. = -0.000102127  0.00178582   -12.8528   -20.4224
## It.   75, RSS = 1.59931e-09, Par. = -9.85512e-05  0.00180548   -12.7082   -20.4828
## It.   76, RSS = 1.59921e-09, Par. = -9.84992e-05  0.0018426   -12.7418   -20.8316
## It.   77, RSS = 1.59917e-09, Par. = -9.97815e-05  0.00191311   -12.8675   -21.5356
## It.   78, RSS = 1.59899e-09, Par. = -0.000100345  0.00195019   -12.9251   -21.8837
## It.   79, RSS = 1.59896e-09, Par. = -0.000101606  0.00202101    -13.045   -22.5619
## It.   80, RSS = 1.5988e-09, Par. = -0.00010213  0.00205814   -13.0984   -22.8953
## It.   81, RSS = 1.59878e-09, Par. = -0.000103277  0.00212922   -13.2086   -23.5451
## It.   82, RSS = 1.59864e-09, Par. = -0.000103752  0.0021664   -13.2576   -23.8642
## It.   83, RSS = 1.59862e-09, Par. = -0.000104798  0.00223776   -13.3592   -24.4878
## It.   84, RSS = 1.59849e-09, Par. = -0.000105231  0.00227497   -13.4044   -24.7934
## It.   85, RSS = 1.59847e-09, Par. = -0.000106189  0.00234658   -13.4982   -25.3924
## It.   86, RSS = 1.59836e-09, Par. = -0.000106586  0.00238383     -13.54   -25.6856
## It.   87, RSS = 1.59834e-09, Par. = -0.000107465  0.00245565   -13.6269   -26.2614
## It.   88, RSS = 1.59825e-09, Par. = -0.00010783  0.00249293   -13.6657   -26.5431
## It.   89, RSS = 1.59823e-09, Par. = -0.00010864  0.00256494   -13.7464   -27.0972
## It.   90, RSS = 1.59815e-09, Par. = -0.000109316  0.00263234   -13.8156   -27.5955
## It.   91, RSS = 1.5981e-09, Par. = -0.000110037  0.00270695   -13.8895   -28.1358
## It.   92, RSS = 1.59803e-09, Par. = -0.000110667  0.00277695   -13.9548   -28.6276
## It.   93, RSS = 1.59798e-09, Par. = -0.000111316  0.00285163    -14.022   -29.1413
## It.   94, RSS = 1.59792e-09, Par. = -0.000111889  0.00292194   -14.0819   -29.6117
## It.   95, RSS = 1.59787e-09, Par. = -0.000112479  0.00299666   -14.1435   -30.1018
## It.   96, RSS = 1.59781e-09, Par. = -0.000113001  0.00306724   -14.1986   -30.5521
## It.    0, RSS = 4.45388e-08, Par. =     0.0001     0.0002         -2         10
## It.    1, RSS = 1.86236e-08, Par. = -0.00186128  0.000225418   -18.7812    69.2247
## It.    2, RSS = 1.19125e-08, Par. = -0.0019502  0.000246724   -20.6067    63.7575
## It.    3, RSS = 9.31925e-09, Par. = -0.00213611  0.000315142   -20.7988    55.9537
## It.    4, RSS = 4.46151e-09, Par. = -0.00238987  0.000383395   -20.4052    51.6173
## It.    5, RSS = 3.05186e-09, Par. = -0.0025162  0.000413413   -20.1742    50.2701
## It.    6, RSS = 2.23559e-09, Par. = -0.00279523  0.000470759   -19.8837    47.5963
## It.    7, RSS = 1.87187e-09, Par. = -0.00289055  0.000496624   -19.8178    46.8638
## It.    8, RSS = 1.85802e-09, Par. = -0.0028725  0.000509852   -20.1257    46.6976
## It.    9, RSS = 1.85628e-09, Par. = -0.00277142  0.000527821   -20.9002    46.6618
## It.   10, RSS = 1.84351e-09, Par. = -0.00272889  0.000536393    -21.265    46.5754
## It.   11, RSS = 1.8403e-09, Par. = -0.00264364  0.000552534   -21.9571    46.4315
## It.   12, RSS = 1.83236e-09, Par. = -0.00256369  0.000569785   -22.6781    46.2132
## It.   13, RSS = 1.8235e-09, Par. = -0.00249585  0.000586124   -23.3419     45.957
## It.   14, RSS = 1.8173e-09, Par. = -0.00242724  0.000603891   -24.0489    45.6382
## It.   15, RSS = 1.8098e-09, Par. = -0.00236839  0.000620719   -24.7005    45.2889
## It.   16, RSS = 1.80428e-09, Par. = -0.00230873  0.000638937   -25.3905    44.8721
## It.   17, RSS = 1.79786e-09, Par. = -0.00225698  0.000656219   -26.0266    44.4321
## It.   18, RSS = 1.79292e-09, Par. = -0.00220439  0.000674847   -26.6963    43.9204
## It.   19, RSS = 1.78737e-09, Par. = -0.00215825  0.000692546   -27.3136    43.3922
## It.   20, RSS = 1.78345e-09, Par. = -0.00213676  0.000701706   -27.6205    43.0965
## It.   21, RSS = 1.78058e-09, Par. = -0.00209336  0.000719232   -28.2128    42.5287
## It.   22, RSS = 1.77629e-09, Par. = -0.00205529  0.000736038    -28.761    41.9447
## It.   23, RSS = 1.77309e-09, Par. = -0.00203212  0.000747013   -29.1065    41.5427
## It.   24, RSS = 1.77074e-09, Par. = -0.00198669  0.000768052   -29.7675    40.7579
## It.   25, RSS = 1.7661e-09, Par. = -0.00194718  0.000788133   -30.3698    39.9591
## It.   26, RSS = 1.76291e-09, Par. = -0.00192792  0.000798803   -30.6739    39.5126
## It.   27, RSS = 1.76052e-09, Par. = -0.00188899  0.00081925   -31.2606    38.6464
## It.   28, RSS = 1.75685e-09, Par. = -0.00185435  0.000838845   -31.7962    37.7745
## It.   29, RSS = 1.75414e-09, Par. = -0.00183331  0.000851437   -32.1242    37.1924
## It.   30, RSS = 1.75211e-09, Par. = -0.00179168  0.000875591   -32.7502    36.0538
## It.   31, RSS = 1.74817e-09, Par. = -0.00175472  0.000898651   -33.3102    34.9153
## It.   32, RSS = 1.74547e-09, Par. = -0.00173581  0.000911212   -33.5946    34.2721
## It.   33, RSS = 1.7434e-09, Par. = -0.00169755  0.000935289   -34.1412    33.0166
## It.   34, RSS = 1.7401e-09, Par. = -0.00166288  0.000958357   -34.6267    31.7674
## It.   35, RSS = 1.73769e-09, Par. = -0.00164137  0.000973213   -34.9166    30.9381
## It.   36, RSS = 1.73584e-09, Par. = -0.00159851  0.00100169   -35.4642    29.3126
## It.   37, RSS = 1.73222e-09, Par. = -0.00155959  0.00102889   -35.9317    27.7029
## It.   38, RSS = 1.72975e-09, Par. = -0.00153826  0.00104434   -36.1665    26.7614
## It.   39, RSS = 1.72778e-09, Par. = -0.00149506  0.00107391     -36.61     24.915
## It.   40, RSS = 1.72446e-09, Par. = -0.00145509  0.00110223   -36.9709    23.0908
## It.   41, RSS = 1.72205e-09, Par. = -0.00142824  0.0011215   -37.1764    21.8161
## It.   42, RSS = 1.72013e-09, Par. = -0.00137451  0.0011583   -37.5418    19.3113
## It.   43, RSS = 1.71595e-09, Par. = -0.00132451  0.00119341   -37.7812     16.847
## It.   44, RSS = 1.71311e-09, Par. = -0.00129046  0.00121727   -37.8742    15.1263
## It.   45, RSS = 1.71065e-09, Par. = -0.00122178  0.00126254   -37.9939    11.7418
## It.   46, RSS = 1.70529e-09, Par. = -0.00115683  0.0013057   -37.9115    8.42605
## It.   47, RSS = 1.70237e-09, Par. = -0.00102776  0.00138596   -37.4537    1.97724
## It.   48, RSS = 1.69656e-09, Par. = -0.000905178  0.00146112    -36.267   -4.18086
## It.   49, RSS = 1.68769e-09, Par. = -0.000865323  0.00148706   -35.5593   -6.06762
## It.   50, RSS = 1.68447e-09, Par. = -0.000773939  0.00153235   -34.2084   -10.0853
## It.   51, RSS = 1.67804e-09, Par. = -0.000745036  0.00154832   -33.5807   -11.2609
## It.   52, RSS = 1.67565e-09, Par. = -0.000681285  0.00157694   -32.3568   -13.7864
## It.   53, RSS = 1.67397e-09, Par. = -0.000615503  0.00160611   -30.8923   -16.1899
## It.   54, RSS = 1.6642e-09, Par. = -0.000586991  0.00161903   -30.1489   -17.0897
## It.   55, RSS = 1.66112e-09, Par. = -0.000559413  0.00163015   -29.4489    -17.952
## It.   56, RSS = 1.65818e-09, Par. = -0.000532416  0.00164079   -28.7359   -18.7517
## It.   57, RSS = 1.6552e-09, Par. = -0.000507283  0.00165051   -28.0453   -19.4492
## It.   58, RSS = 1.6521e-09, Par. = -0.000481439  0.00166029   -27.3116   -20.1212
## It.   59, RSS = 1.64901e-09, Par. = -0.000459123  0.00166863   -26.6529   -20.6534
## It.   60, RSS = 1.64809e-09, Par. = -0.000413635  0.00168505   -25.2852   -21.6786
## It.   61, RSS = 1.63938e-09, Par. = -0.000392766  0.00169305   -24.5844   -22.0042
## It.   62, RSS = 1.63922e-09, Par. = -0.000349248  0.00170805   -23.1571    -22.718
## It.   63, RSS = 1.62827e-09, Par. = -0.000329364  0.00171537   -22.4339     -22.88
## It.   64, RSS = 1.62427e-09, Par. = -0.000309881  0.00172188   -21.7373   -23.0512
## It.   65, RSS = 1.62017e-09, Par. = -0.000290231  0.00172835    -21.018   -23.1772
## It.   66, RSS = 1.61596e-09, Par. = -0.000272153  0.00173423   -20.3391   -23.2428
## It.   67, RSS = 1.61548e-09, Par. = -0.000235972  0.00174567   -18.9605   -23.3073
## It.   68, RSS = 1.60253e-09, Par. = -0.000219314  0.0017513   -18.2702   -23.1644
## It.   69, RSS = 1.60244e-09, Par. = -0.00018541  0.00176158   -16.8943   -22.9389
## It.   70, RSS = 1.5874e-09, Par. = -0.000169705  0.00176666   -16.2043   -22.6487
## It.   71, RSS = 1.58192e-09, Par. = -0.000153497  0.00177141   -15.5042   -22.3753
## It.   72, RSS = 1.57629e-09, Par. = -0.000138126  0.00177585   -14.8254   -22.0576
## It.   73, RSS = 1.57603e-09, Par. = -0.000109337  0.00178397   -13.5375   -21.3859
## It.   74, RSS = 1.55949e-09, Par. =   -9.5e-05  0.00178822   -12.8527   -20.8587
## It.   75, RSS = 1.55448e-09, Par. = -8.4901e-05  0.00179096   -12.3758   -20.4942
## It.   76, RSS = 1.55066e-09, Par. = -6.48761e-05  0.00179628   -11.4236   -19.7476
## It.   77, RSS = 1.5435e-09, Par. = -4.58724e-05  0.00180146    -10.486   -18.8672
## It.   78, RSS = 1.53786e-09, Par. = -2.75845e-05  0.00180663   -9.56633   -17.9027
## It.   79, RSS = 1.53486e-09, Par. = -1.05717e-05  0.00181486     -8.693   -16.9029
## It.   80, RSS = 1.52902e-09, Par. = -7.13772e-06  0.00185614   -8.52645   -16.8801
## It.   81, RSS = 1.52876e-09, Par. = -7.33179e-06  0.00193454   -8.56898   -17.3558
## It.   82, RSS = 1.52855e-09, Par. = -7.85086e-06  0.0020179   -8.62729   -17.8627
## It.   83, RSS = 1.52833e-09, Par. = -8.30886e-06  0.00209346   -8.67741    -18.304
## It.   84, RSS = 1.52818e-09, Par. = -8.79572e-06  0.00217687   -8.73038   -18.7776
## It.   85, RSS = 1.52801e-09, Par. = -9.20105e-06  0.00225309   -8.77484   -19.1913
## It.   86, RSS = 1.52788e-09, Par. = -9.62328e-06  0.00233656   -8.82122   -19.6315
## It.   87, RSS = 1.52773e-09, Par. = -9.97861e-06  0.00241336    -8.8606   -20.0198
## It.   88, RSS = 1.52763e-09, Par. = -1.03481e-05  0.00249688   -8.90152   -20.4308
## It.   89, RSS = 1.5275e-09, Par. = -1.06631e-05  0.00257419   -8.93668   -20.7964
## It.   90, RSS = 1.52741e-09, Par. = -1.09888e-05  0.00265775   -8.97302   -21.1813
## It.   91, RSS = 1.5273e-09, Par. = -1.12688e-05  0.0027355   -9.00453   -21.5265
## It.   92, RSS = 1.52722e-09, Par. = -1.15581e-05  0.00281909   -9.03702   -21.8883
## It.   93, RSS = 1.52712e-09, Par. = -1.18088e-05  0.00289723   -9.06542   -22.2149
## It.   94, RSS = 1.52705e-09, Par. = -1.20671e-05  0.00298085   -9.09462   -22.5561
## It.   95, RSS = 1.52697e-09, Par. = -1.2293e-05  0.00305933   -9.12034   -22.8659
## It.    0, RSS = 4.48692e-08, Par. =     0.0001     0.0002         -2         10
## It.    1, RSS = 1.82031e-08, Par. = -0.00192609  0.000221787   -18.9657     71.567
## It.    2, RSS = 1.10433e-08, Par. = -0.00201383  0.000243042   -21.1109    66.0255
## It.    3, RSS = 8.81595e-09, Par. = -0.00219929  0.000314365   -21.3439    57.6492
## It.    4, RSS = 3.80815e-09, Par. = -0.00245884  0.000385509   -20.9415    53.0676
## It.    5, RSS = 2.28278e-09, Par. = -0.00262939  0.000425122   -20.6618    51.1964
## It.    6, RSS = 1.77999e-09, Par. = -0.00279358  0.000459103   -20.4696    49.6863
## It.    7, RSS = 1.58035e-09, Par. = -0.00271821  0.000527199   -22.1793    48.6928
## It.    8, RSS = 1.57295e-09, Par. = -0.00269345  0.000540053   -22.5412    48.5017
## It.    9, RSS = 1.57172e-09, Par. = -0.00260875  0.000557891   -23.3199    48.3376
## It.   10, RSS = 1.56217e-09, Par. = -0.00256887  0.000567799    -23.745    48.1983
## It.   11, RSS = 1.56119e-09, Par. = -0.00249047  0.000586468   -24.5501    47.9434
## It.   12, RSS = 1.55197e-09, Par. = -0.00245568  0.000596589   -24.9682    47.7552
## It.   13, RSS = 1.55066e-09, Par. = -0.00238654  0.000615723   -25.7618    47.4073
## It.   14, RSS = 1.5429e-09, Par. = -0.00235566  0.000626045   -26.1712    47.1732
## It.   15, RSS = 1.54137e-09, Par. = -0.00229405  0.000645607   -26.9504    46.7346
## It.   16, RSS = 1.53605e-09, Par. = -0.00223592  0.00066642   -27.7522    46.1998
## It.   17, RSS = 1.53003e-09, Par. = -0.00218601  0.000686044   -28.4828    45.6424
## It.   18, RSS =  1.526e-09, Par. = -0.00213494  0.000707319   -29.2545    44.9925
## It.   19, RSS = 1.52093e-09, Par. = -0.00209053  0.000727399   -29.9583    44.3276
## It.   20, RSS = 1.51732e-09, Par. = -0.00204494  0.000749053   -30.6963    43.5662
## It.   21, RSS =  1.513e-09, Par. = -0.00200475  0.000769535   -31.3691    42.7975
## It.   22, RSS = 1.50974e-09, Par. = -0.00196337  0.000791506    -32.069    41.9295
## It.   23, RSS = 1.50603e-09, Par. = -0.00192638  0.000812332   -32.7067    41.0604
## It.   24, RSS = 1.50308e-09, Par. = -0.00188821  0.000834555   -33.3646    40.0907
## It.   25, RSS = 1.49984e-09, Par. = -0.00185364  0.000855665    -33.963    39.1251
## It.   26, RSS = 1.49753e-09, Par. = -0.00183632  0.000866978   -34.2666    38.5851
## It.   27, RSS = 1.49577e-09, Par. = -0.00180127  0.000888695   -34.8523    37.5327
## It.   28, RSS = 1.49303e-09, Par. = -0.00176966  0.000909481    -35.382    36.4819
## It.   29, RSS = 1.49102e-09, Par. = -0.00175035  0.000922719   -35.7009    35.7895
## It.   30, RSS = 1.48949e-09, Par. = -0.00171196  0.000948138   -36.3086     34.433
## It.   31, RSS = 1.48654e-09, Par. = -0.00167727  0.000972376   -36.8444    33.0853
## It.   32, RSS = 1.48452e-09, Par. = -0.00165904  0.000985689   -37.1149    32.3201
## It.   33, RSS = 1.48294e-09, Par. = -0.0016221  0.00101123   -37.6331    30.8216
## It.   34, RSS = 1.48038e-09, Par. = -0.00158808  0.00103567   -38.0827    29.3369
## It.   35, RSS = 1.47852e-09, Par. = -0.00156654  0.00105147   -38.3457    28.3481
## It.   36, RSS = 1.47706e-09, Par. = -0.00152344  0.00108177   -38.8372     26.406
## It.   37, RSS = 1.47416e-09, Par. = -0.00148356  0.00111065    -39.236    24.4881
## It.   38, RSS = 1.47219e-09, Par. = -0.00146063  0.00112751   -39.4292    23.3356
## It.   39, RSS = 1.47057e-09, Par. = -0.00141415  0.00115974   -39.7845    21.0688
## It.   40, RSS = 1.46772e-09, Par. = -0.0013704  0.00119053   -40.0355    18.8327
## It.   41, RSS = 1.4656e-09, Par. = -0.00133814   0.001213   -40.1591     17.152
## It.   42, RSS = 1.46389e-09, Par. = -0.00127346  0.00125576   -40.3371    13.8427
## It.   43, RSS = 1.4596e-09, Par. = -0.00121202  0.00129635   -40.3213    10.5916
## It.   44, RSS = 1.45941e-09, Par. = -0.00108975  0.00137176   -40.0084    4.24879
## It.   45, RSS = 1.45104e-09, Par. = -0.00103347  0.00140835   -39.4425    1.18344
## It.   46, RSS = 1.44501e-09, Par. = -0.000909013  0.00147449   -38.2138   -4.94984
## It.   47, RSS = 1.44264e-09, Par. = -0.000886979  0.00148962   -37.7086   -6.05271
## It.   48, RSS = 1.43978e-09, Par. = -0.00083273  0.00151467   -36.8722   -8.50893
## It.   49, RSS = 1.43761e-09, Par. = -0.00080198  0.00152895    -36.304   -9.85032
## It.   50, RSS = 1.43542e-09, Par. = -0.00073809  0.00155627   -35.1178    -12.563
## It.   51, RSS = 1.43376e-09, Par. = -0.000672003  0.00158395   -33.6891   -15.1883
## It.   52, RSS = 1.42944e-09, Par. = -0.000612952  0.00160759   -32.2532   -17.3269
## It.   53, RSS = 1.42769e-09, Par. = -0.000550012  0.00163129    -30.597   -19.4019
## It.   54, RSS = 1.41679e-09, Par. = -0.000522475  0.00164195    -29.766   -20.1487
## It.   55, RSS = 1.41421e-09, Par. = -0.000501865  0.0016491   -29.1561   -20.7044
## It.   56, RSS = 1.41256e-09, Par. = -0.00045974  0.0016631   -27.8943    -21.807
## It.   57, RSS = 1.40837e-09, Par. = -0.000420073  0.00167639   -26.6117   -22.6727
## It.   58, RSS = 1.40482e-09, Par. = -0.000378255  0.00168995   -25.1958   -23.4364
## It.   59, RSS = 1.39853e-09, Par. = -0.000340672  0.00170195   -23.8479    -23.944
## It.   60, RSS = 1.39467e-09, Par. = -0.000301092  0.00171417   -22.3702   -24.3185
## It.   61, RSS = 1.38686e-09, Par. = -0.000265757  0.00172495   -20.9786   -24.4491
## It.   62, RSS = 1.38254e-09, Par. = -0.000228828  0.00173584   -19.4704   -24.4086
## It.   63, RSS = 1.37308e-09, Par. = -0.0001959  0.00174544   -18.0581   -24.1454
## It.   64, RSS = 1.36779e-09, Par. = -0.00016218  0.00175493   -16.5624   -23.6821
## It.   65, RSS = 1.35728e-09, Par. = -0.000131778  0.00176334   -15.1537    -23.021
## It.   66, RSS = 1.34968e-09, Par. = -0.000102215  0.00177123   -13.7394   -22.1687
## It.   67, RSS = 1.33974e-09, Par. = -7.51324e-05  0.00177828   -12.3956   -21.1521
## It.   68, RSS = 1.33457e-09, Par. = -4.85055e-05  0.00178502    -11.035   -19.9322
## It.   69, RSS = 1.31424e-09, Par. = -3.65581e-05  0.00178824   -10.3963   -19.2071
## It.   70, RSS = 1.31215e-09, Par. = -3.21155e-05  0.00178938    -10.162   -18.9403
## It.   71, RSS = 1.31069e-09, Par. = -2.32697e-05  0.00179171   -9.69346   -18.4294
## It.   72, RSS = 1.3097e-09, Par. = -1.87385e-05  0.00179303   -9.44816   -18.1356
## It.   73, RSS = 1.30956e-09, Par. = -1.04077e-05  0.0018041   -9.00405   -17.6666
## It.   74, RSS = 1.30905e-09, Par. = -9.84154e-06  0.00181515   -8.97559   -17.6804
## It.   75, RSS = 1.30902e-09, Par. = -9.94486e-06  0.0018367   -8.99118   -17.8271
## It.   76, RSS = 1.30897e-09, Par. = -1.0288e-05  0.00187856   -9.02877   -18.1189
## It.   77, RSS = 1.30892e-09, Par. = -1.05727e-05  0.00191501   -9.05985   -18.3653
## It.   78, RSS = 1.3089e-09, Par. = -1.11075e-05  0.00198463   -9.11822   -18.8311
## It.   79, RSS = 1.30879e-09, Par. = -1.13503e-05  0.00202111   -9.14511   -19.0593
## It.   80, RSS = 1.30877e-09, Par. = -1.18324e-05  0.00209103   -9.19821   -19.5026
## It.   81, RSS = 1.30871e-09, Par. = -1.22907e-05  0.00216402   -9.24907   -19.9444
## It.   82, RSS = 1.30862e-09, Par. = -1.26837e-05  0.00223143   -9.29293   -20.3375
## It.   83, RSS = 1.30857e-09, Par. = -1.3088e-05  0.00230446   -9.33823   -20.7523
## It.   84, RSS = 1.3085e-09, Par. = -1.34378e-05  0.00237228   -9.37761   -21.1237
## It.   85, RSS = 1.30846e-09, Par. = -1.37964e-05  0.00244536   -9.41812   -21.5139
## It.   86, RSS = 1.3084e-09, Par. = -1.41096e-05  0.00251355   -9.45366   -21.8658
## It.   87, RSS = 1.30836e-09, Par. = -1.44301e-05  0.00258665   -9.49012   -22.2339
## It.   88, RSS = 1.30831e-09, Par. = -1.47121e-05  0.00265515   -9.52233   -22.5679
## It.   89, RSS = 1.30827e-09, Par. = -1.49995e-05  0.00272828   -9.55528   -22.9161
## It.   90, RSS = 1.30822e-09, Par. = -1.52554e-05  0.00279708   -9.58465   -23.2339
## It.   91, RSS = 1.30819e-09, Par. = -1.55154e-05  0.00287024    -9.6146   -23.5642
## It.   92, RSS = 1.30815e-09, Par. = -1.57476e-05  0.00293928   -9.64142   -23.8671
## It.   93, RSS = 1.30812e-09, Par. = -1.59835e-05  0.00301246   -9.66874    -24.181
## It.   94, RSS = 1.30809e-09, Par. = -1.61947e-05  0.00308172    -9.6933     -24.47
## It.   95, RSS = 1.30806e-09, Par. = -1.64094e-05  0.00315492   -9.71831   -24.7691
## It.   96, RSS = 1.30803e-09, Par. = -1.66043e-05  0.00322442     -9.741   -25.0458
## It.   97, RSS =  1.308e-09, Par. = -1.67818e-05  0.00329064   -9.76175   -25.3036
## It.    0, RSS = 4.47494e-08, Par. =     0.0001     0.0002         -2         10
## It.    1, RSS = 1.87009e-08, Par. = -0.00195153  0.000220352   -18.9147    72.3908
## It.    2, RSS = 1.09707e-08, Par. = -0.00203316  0.000239183   -21.1472    67.1381
## It.    3, RSS = 8.80301e-09, Par. = -0.00220237  0.000307356   -21.4338    58.7857
## It.    4, RSS = 4.16264e-09, Par. = -0.00244209  0.000375483   -21.0999    54.1518
## It.    5, RSS = 2.81313e-09, Par. = -0.00256527  0.000405911   -20.8815    52.6907
## It.    6, RSS = 2.21547e-09, Par. = -0.00283699  0.000464219   -20.6439    49.7982
## It.    7, RSS = 1.85764e-09, Par. = -0.0027103  0.000523041   -22.3166    49.2458
## It.    8, RSS = 1.82832e-09, Par. = -0.00268725  0.000533921   -22.6724    49.0512
## It.    9, RSS = 1.82543e-09, Par. = -0.00260689  0.000550218   -23.3978    48.8896
## It.   10, RSS = 1.81881e-09, Par. = -0.00252793  0.000567782   -24.1783    48.6533
## It.   11, RSS = 1.8103e-09, Par. = -0.00246114  0.000584407   -24.8967    48.3747
## It.   12, RSS = 1.80453e-09, Par. = -0.00239369  0.000602484   -25.6616    48.0279
## It.   13, RSS = 1.79735e-09, Par. = -0.0023359  0.000619605   -26.3662     47.648
## It.   14, RSS = 1.79219e-09, Par. = -0.00227738  0.000638134   -27.1119    47.1947
## It.   15, RSS = 1.78606e-09, Par. = -0.00222664  0.00065571   -27.7989    46.7163
## It.   16, RSS = 1.78144e-09, Par. = -0.00217512  0.000674646   -28.5216      46.16
## It.   17, RSS = 1.77616e-09, Par. = -0.00212993  0.000692637   -29.1874    45.5859
## It.   18, RSS =  1.772e-09, Par. = -0.00208392  0.000711935   -29.8836    44.9306
## It.   19, RSS = 1.7674e-09, Par. = -0.00204309  0.0007303   -30.5249    44.2636
## It.   20, RSS = 1.76414e-09, Par. = -0.0020234  0.000740031   -30.8505    43.8873
## It.   21, RSS = 1.76168e-09, Par. = -0.0019836  0.000758698   -31.4797     43.159
## It.   22, RSS = 1.75793e-09, Par. = -0.00194845  0.000776601   -32.0595    42.4178
## It.   23, RSS = 1.75517e-09, Par. = -0.00192738  0.000788045   -32.4154    41.9219
## It.   24, RSS = 1.75308e-09, Par. = -0.00188576  0.000810028   -33.0977     40.952
## It.   25, RSS = 1.74911e-09, Par. = -0.00184914  0.000831029   -33.7163    39.9731
## It.   26, RSS = 1.74637e-09, Par. = -0.00183078  0.00084237    -34.032    39.4211
## It.   27, RSS = 1.74427e-09, Par. = -0.0017936  0.000864143    -34.641     38.345
## It.   28, RSS = 1.74099e-09, Par. = -0.0017602  0.000885012   -35.1923    37.2673
## It.   29, RSS = 1.73858e-09, Par. = -0.00173996  0.000898281   -35.5232    36.5579
## It.   30, RSS = 1.73674e-09, Par. = -0.00169966  0.00092377   -36.1545    35.1671
## It.   31, RSS = 1.73322e-09, Par. = -0.00166343  0.000948118   -36.7118    33.7818
## It.   32, RSS = 1.73081e-09, Par. = -0.00164434  0.000961594    -36.995    32.9892
## It.   33, RSS = 1.72892e-09, Par. = -0.00160565  0.000987451   -37.5377    31.4365
## It.   34, RSS = 1.72585e-09, Par. = -0.00157018  0.00101223   -38.0087    29.8951
## It.   35, RSS = 1.72361e-09, Par. = -0.00154781  0.00102827   -38.2841    28.8677
## It.   36, RSS = 1.72185e-09, Par. = -0.00150301  0.00105903   -38.7992    26.8482
## It.   37, RSS = 1.71836e-09, Par. = -0.00146175  0.00108842   -39.2172    24.8512
## It.   38, RSS =  1.716e-09, Par. = -0.0014379  0.00110576   -39.4214    23.6393
## It.   39, RSS = 1.71404e-09, Par. = -0.0013895  0.00113891   -39.7967    21.2537
## It.   40, RSS = 1.71056e-09, Par. = -0.00134414  0.00117065   -40.0604    18.8982
## It.   41, RSS = 1.70798e-09, Par. = -0.00131039  0.00119411   -40.1905     17.107
## It.   42, RSS = 1.70588e-09, Par. = -0.00124268  0.00123879   -40.3742    13.5762
## It.   43, RSS = 1.70055e-09, Par. = -0.00117863  0.00128132   -40.3447    10.1069
## It.   44, RSS = 1.6996e-09, Par. = -0.00105093  0.00136056   -39.9746    3.32652
## It.   45, RSS = 1.69031e-09, Par. = -0.000992718  0.00139933    -39.333  0.0680342
## It.   46, RSS = 1.68313e-09, Par. = -0.000861006  0.00147027   -37.9215   -6.55551
## It.   47, RSS = 1.67931e-09, Par. = -0.000841056  0.00148543   -37.3844   -7.56883
## It.   48, RSS = 1.67596e-09, Par. = -0.000789358  0.0015097   -36.5188   -9.93139
## It.   49, RSS = 1.67331e-09, Par. = -0.0007596  0.00152378   -35.9307   -11.2356
## It.   50, RSS = 1.67067e-09, Par. = -0.000697643  0.00155087   -34.6999   -13.8799
## It.   51, RSS = 1.66722e-09, Par. = -0.000639422  0.00157606   -33.3555   -16.1856
## It.   52, RSS = 1.66422e-09, Par. = -0.000577559  0.00160141   -31.7931   -18.4343
## It.   53, RSS = 1.65826e-09, Par. = -0.000522159  0.00162334   -30.2403   -20.2166
## It.   54, RSS = 1.65625e-09, Par. = -0.000462662  0.00164562   -28.4527   -21.9018
## It.   55, RSS = 1.64064e-09, Par. = -0.000437151  0.00165556   -27.5823   -22.4326
## It.   56, RSS = 1.63712e-09, Par. = -0.000417859  0.00166227    -26.938   -22.8401
## It.   57, RSS = 1.63476e-09, Par. = -0.000378265  0.00167547   -25.6015   -23.6408
## It.   58, RSS = 1.62849e-09, Par. = -0.000341361  0.00168792   -24.2634   -24.1854
## It.   59, RSS = 1.62324e-09, Par. = -0.000302175  0.00170071   -22.7827   -24.5978
## It.   60, RSS = 1.61374e-09, Par. = -0.000267492  0.00171188   -21.3991   -24.7581
## It.   61, RSS = 1.60768e-09, Par. = -0.000230671  0.0017233   -19.8768   -24.7536
## It.   62, RSS = 1.59563e-09, Par. = -0.000198336  0.00173319   -18.4706   -24.5191
## It.   63, RSS = 1.58838e-09, Par. = -0.000164254  0.00174318   -16.9401   -24.0819
## It.   64, RSS = 1.57345e-09, Par. = -0.000134389  0.0017518    -15.535   -23.4451
## It.   65, RSS = 1.56417e-09, Par. = -0.000103593  0.00176027   -14.0431   -22.5838
## It.   66, RSS = 1.54718e-09, Par. = -7.62656e-05  0.0017676   -12.6631   -21.5515
## It.   67, RSS = 1.53402e-09, Par. = -4.98167e-05  0.00177436   -11.2895   -20.3341
## It.   68, RSS = 1.51674e-09, Par. = -2.6537e-05  0.00178019   -10.0385   -19.0171
## It.   69, RSS = 1.50696e-09, Par. = -3.89976e-06  0.00178597   -8.79212    -17.532
## It.   70, RSS = 1.49964e-09, Par. =  1.66722e-05  0.00179336   -7.62476   -15.9506
## It.   71, RSS = 1.48182e-09, Par. =  2.02696e-05  0.00184796   -7.42902   -15.8498
## It.   72, RSS = 1.48148e-09, Par. =  2.00953e-05  0.00195143   -7.47098   -16.3893
## It.   73, RSS = 1.48122e-09, Par. =  1.96541e-05  0.00206158    -7.5251   -16.9524
## It.   74, RSS = 1.48095e-09, Par. =  1.92344e-05  0.00217177   -7.57529   -17.4865
## It.   75, RSS = 1.48072e-09, Par. =  1.88518e-05  0.00228199   -7.62111   -17.9935
## It.   76, RSS = 1.48052e-09, Par. =  1.85039e-05  0.00239224   -7.66297   -18.4756
## It.   77, RSS = 1.48035e-09, Par. =  1.81866e-05  0.00250252   -7.70133   -18.9351
## It.   78, RSS = 1.48016e-09, Par. =  1.79266e-05  0.0026022   -7.73296   -19.3302
## It.   79, RSS = 1.48006e-09, Par. =  1.76538e-05  0.00271252   -7.76613   -19.7536
## It.   80, RSS = 1.47991e-09, Par. =  1.74295e-05  0.00281306   -7.79362   -20.1204
## It.   81, RSS = 1.47983e-09, Par. =  1.71955e-05  0.00292342   -7.82226   -20.5108
## It.   82, RSS = 1.47971e-09, Par. =  1.69996e-05  0.00302475   -7.84638    -20.853
## It.   83, RSS = 1.47963e-09, Par. =  1.67975e-05  0.00313512    -7.8713   -21.2147
## It.   84, RSS = 1.47953e-09, Par. =  1.66257e-05  0.00323714   -7.89259    -21.535
## It.   85, RSS = 1.47947e-09, Par. =  1.64485e-05  0.00334754   -7.91452   -21.8719
## It.   86, RSS = 1.47938e-09, Par. =  1.62966e-05  0.00345012   -7.93343   -22.1728
## It.   87, RSS = 1.47932e-09, Par. =  1.61405e-05  0.00356054   -7.95285   -22.4878
## It.   88, RSS = 1.47925e-09, Par. =  1.60053e-05  0.00366364   -7.96976   -22.7712
## It.   89, RSS = 1.4792e-09, Par. =  1.58674e-05  0.00377407   -7.98703   -23.0669
## It.   90, RSS = 1.47913e-09, Par. =  1.57458e-05  0.00387761   -8.00226   -23.3347
## It.   91, RSS = 1.47909e-09, Par. =  1.56218e-05  0.00398806    -8.0178   -23.6133
## It.   92, RSS = 1.47903e-09, Par. =  1.55127e-05  0.00409201   -8.03154   -23.8671
## It.   93, RSS = 1.47899e-09, Par. =  1.54014e-05  0.00420247   -8.04554   -24.1302
## It.   94, RSS = 1.47894e-09, Par. =  1.53029e-05  0.00430678     -8.058   -24.3712
## It.   95, RSS = 1.4789e-09, Par. =  1.52021e-05  0.00441724   -8.07071   -24.6206
## It.   96, RSS = 1.47886e-09, Par. =  1.51125e-05  0.00452188   -8.08207   -24.8499
## It.   97, RSS = 1.47882e-09, Par. =  1.50309e-05  0.00462141   -8.09242   -25.0629
## It.    0, RSS = 4.47713e-08, Par. =     0.0001     0.0002         -2         10
## It.    1, RSS = 1.67829e-08, Par. = -0.00199514  0.000220111   -19.7221     74.852
## It.    2, RSS = 1.02691e-08, Par. = -0.00208027  0.000241268   -21.9551    69.5073
## It.    3, RSS = 8.63626e-09, Par. = -0.00225562  0.000311579   -22.2681    60.7162
## It.    4, RSS = 3.89339e-09, Par. = -0.00250393  0.000382095   -21.9085    55.9135
## It.    5, RSS = 2.47948e-09, Par. = -0.0026645  0.000420564   -21.6503    53.9896
## It.    6, RSS = 2.04186e-09, Par. = -0.00281103  0.000451681   -21.4861    52.5133
## It.    7, RSS = 1.85456e-09, Par. = -0.0027865  0.000517387   -22.9842    51.2861
## It.    8, RSS = 1.81942e-09, Par. = -0.00275323  0.000530127   -23.3688    51.1425
## It.    9, RSS = 1.81773e-09, Par. = -0.00266166  0.000548071   -24.2055    50.9922
## It.   10, RSS = 1.80652e-09, Par. = -0.00261954  0.000557922   -24.6556     50.856
## It.   11, RSS = 1.80492e-09, Par. = -0.00253621  0.000576529   -25.5108    50.6096
## It.   12, RSS = 1.79448e-09, Par. = -0.00249948  0.000586593    -25.954    50.4213
## It.   13, RSS = 1.79253e-09, Par. = -0.00242623  0.000605674   -26.7976    50.0744
## It.   14, RSS = 1.78544e-09, Par. = -0.00235784  0.000625997   -27.6683    49.6261
## It.   15, RSS = 1.77742e-09, Par. = -0.00229972  0.000645194   -28.4638    49.1423
## It.   16, RSS = 1.77209e-09, Par. = -0.00224066  0.000666051    -29.307    48.5659
## It.   17, RSS = 1.76536e-09, Par. = -0.00218982  0.00068576   -30.0782    47.9632
## It.   18, RSS = 1.76058e-09, Par. = -0.00213798  0.000707063   -30.8898    47.2627
## It.   19, RSS = 1.75487e-09, Par. = -0.00209273  0.000727228   -31.6319    46.5449
## It.   20, RSS = 1.75057e-09, Par. = -0.00204643  0.000748913   -32.4072    45.7255
## It.   21, RSS = 1.74565e-09, Par. = -0.00200547  0.00076948   -33.1157    44.8964
## It.   22, RSS = 1.74177e-09, Par. = -0.00196342  0.000791483   -33.8502    43.9632
## It.   23, RSS = 1.7375e-09, Par. = -0.00192572  0.000812393   -34.5206    43.0269
## It.   24, RSS = 1.73447e-09, Par. = -0.00190707  0.00082359   -34.8616    42.5002
## It.   25, RSS = 1.73216e-09, Par. = -0.00186926  0.000845089   -35.5203    41.4746
## It.   26, RSS = 1.72858e-09, Par. = -0.00183549  0.000865675   -36.1193    40.4438
## It.   27, RSS = 1.72596e-09, Par. = -0.00181496  0.000878858   -36.4834     39.758
## It.   28, RSS = 1.72395e-09, Par. = -0.00177413  0.000904184   -37.1793    38.4136
## It.   29, RSS = 1.72011e-09, Par. = -0.00173766  0.000928341   -37.7977    37.0704
## It.   30, RSS = 1.71748e-09, Par. = -0.00171879  0.000941562   -38.1112    36.3078
## It.   31, RSS = 1.71542e-09, Par. = -0.00168045  0.000966941    -38.714    34.8147
## It.   32, RSS = 1.71214e-09, Par. = -0.00164549  0.000991229   -39.2439    33.3295
## It.   33, RSS = 1.70976e-09, Par. = -0.00162358  0.00100692   -39.5578    32.3395
## It.   34, RSS = 1.70789e-09, Par. = -0.0015797  0.00103702   -40.1494    30.3933
## It.   35, RSS = 1.70421e-09, Par. = -0.0015395  0.00106573   -40.6434     28.465
## It.   36, RSS = 1.70173e-09, Par. = -0.00151707  0.00108219    -40.887    27.3252
## It.   37, RSS = 1.69969e-09, Par. = -0.00147141  0.0011137   -41.3439    25.0818
## It.   38, RSS = 1.69621e-09, Par. = -0.00142878  0.00114384   -41.6964    22.8627
## It.   39, RSS = 1.69367e-09, Par. = -0.00139895  0.00116493   -41.8884    21.2625
## It.   40, RSS = 1.69161e-09, Par. = -0.00133894  0.00120522   -42.2115    18.1049
## It.   41, RSS = 1.68685e-09, Par. = -0.0012824  0.00124356   -42.3596    14.9912
## It.   42, RSS = 1.68351e-09, Par. = -0.00123836  0.00127272   -42.3591    12.5425
## It.   43, RSS = 1.68038e-09, Par. = -0.00114914  0.0013279   -42.2258    7.70075
## It.   44, RSS = 1.67283e-09, Par. = -0.00106317  0.00138026   -41.7116    2.94854
## It.   45, RSS = 1.66427e-09, Par. = -0.000886814  0.00147719   -40.0944   -6.38493
## It.   46, RSS = 1.66054e-09, Par. = -0.000863057  0.00149789   -39.3014    -7.7244
## It.   47, RSS = 1.6566e-09, Par. = -0.00082824  0.00151387   -38.6911   -9.34335
## It.   48, RSS = 1.6534e-09, Par. = -0.000756931  0.00154501   -37.3671   -12.6037
## It.   49, RSS = 1.65009e-09, Par. = -0.000690113  0.00157368   -35.8796   -15.4563
## It.   50, RSS = 1.64753e-09, Par. = -0.000618497  0.00160246   -34.1082    -18.266
## It.   51, RSS = 1.63554e-09, Par. = -0.000587394  0.00161525   -33.1985   -19.3083
## It.   52, RSS =  1.632e-09, Par. = -0.000560862  0.00162491   -32.4416   -20.1861
## It.   53, RSS = 1.63085e-09, Par. = -0.000505976  0.00164398   -30.8411    -21.936
## It.   54, RSS = 1.62181e-09, Par. = -0.000481125  0.00165316   -30.0101   -22.5631
## It.   55, RSS = 1.61793e-09, Par. = -0.000455194  0.00166179   -29.1601   -23.2186
## It.   56, RSS = 1.61414e-09, Par. = -0.00043254  0.00166921   -28.3902   -23.7365
## It.   57, RSS = 1.61313e-09, Par. = -0.000385744  0.00168399   -26.7715   -24.7355
## It.   58, RSS = 1.60188e-09, Par. = -0.000364647  0.00169116   -25.9562   -25.0053
## It.   59, RSS = 1.60181e-09, Par. = -0.000319901  0.00170467   -24.2705   -25.6329
## It.   60, RSS = 1.58722e-09, Par. = -0.000299895  0.00171122   -23.4337    -25.707
## It.   61, RSS = 1.58187e-09, Par. = -0.00028014  0.00171703   -22.6227   -25.8014
## It.   62, RSS = 1.57628e-09, Par. = -0.000260292  0.00172277   -21.7891   -25.8391
## It.   63, RSS = 1.57046e-09, Par. = -0.000241931  0.00172803   -20.9985    -25.812
## It.   64, RSS = 1.56997e-09, Par. = -0.000204347  0.00173844   -19.3572   -25.6729
## It.   65, RSS = 1.55087e-09, Par. = -0.000187631  0.00174348   -18.5596   -25.3842
## It.   66, RSS = 1.55073e-09, Par. = -0.000152424  0.0017528   -16.9208   -24.8806
## It.   67, RSS = 1.52736e-09, Par. = -0.000136829  0.00175728   -16.1304   -24.4096
## It.   68, RSS = 1.52726e-09, Par. = -0.000104302  0.00176544   -14.5237   -23.5494
## It.   69, RSS = 1.49947e-09, Par. = -8.98499e-05  0.00176935   -13.7494    -22.901
## It.   70, RSS = 1.49868e-09, Par. = -6.04377e-05  0.00177626   -12.2146   -21.7161
## It.   71, RSS = 1.46754e-09, Par. = -4.72615e-05  0.00177961   -11.4719   -20.9091
## It.   72, RSS = 1.46239e-09, Par. = -2.29471e-05  0.00178509   -10.1382   -19.5511
## It.   73, RSS = 1.44733e-09, Par. =  7.43691e-07  0.00179058   -8.77096   -17.8581
## It.   74, RSS = 1.43006e-09, Par. =  2.23031e-05  0.00179549   -7.49519   -16.0438
## It.   75, RSS = 1.41721e-09, Par. =  3.71225e-05  0.00183915   -6.60629   -14.7921
## It.   76, RSS = 1.40231e-09, Par. =  3.60607e-05  0.00189694   -6.68415   -15.0896
## It.   77, RSS = 1.40228e-09, Par. =  3.59132e-05  0.00191728   -6.69693   -15.1922
## It.   78, RSS = 1.40226e-09, Par. =  3.57592e-05  0.00195697   -6.71519   -15.3832
## It.   79, RSS = 1.40225e-09, Par. =  3.54859e-05  0.00203246   -6.74802   -15.7371
## It.   80, RSS = 1.40217e-09, Par. =  3.53538e-05  0.00207217   -6.76353   -15.9106
## It.   81, RSS = 1.40217e-09, Par. =  3.51099e-05  0.00214804   -6.79306   -16.2453
## It.   82, RSS = 1.4021e-09, Par. =  3.49915e-05  0.00218775   -6.80705   -16.4092
## It.   83, RSS = 1.40209e-09, Par. =  3.47719e-05  0.00226387   -6.83377   -16.7262
## It.   84, RSS = 1.40203e-09, Par. =  3.46652e-05  0.00230359   -6.84644   -16.8815
## It.   85, RSS = 1.40202e-09, Par. =  3.44666e-05  0.00237991   -6.87072   -17.1824
## It.   86, RSS = 1.40197e-09, Par. =  3.437e-05  0.00241965   -6.88226   -17.3299
## It.   87, RSS = 1.40196e-09, Par. =  3.41895e-05  0.00249617   -6.90442   -17.6162
## It.   88, RSS = 1.40193e-09, Par. =  3.40146e-05  0.00257565   -6.92578   -17.9008
## It.   89, RSS = 1.40189e-09, Par. =  3.38615e-05  0.00264967   -6.94449   -18.1567
## It.   90, RSS = 1.40186e-09, Par. =  3.3706e-05  0.00272917   -6.96359   -18.4243
## It.   91, RSS = 1.40183e-09, Par. =  3.3569e-05  0.00280353   -6.98041   -18.6661
## It.   92, RSS = 1.40181e-09, Par. =  3.34301e-05  0.00288303   -6.99756   -18.9181
## It.   93, RSS = 1.40178e-09, Par. =  3.33065e-05  0.00295771   -7.01278   -19.1474
## It.   94, RSS = 1.40176e-09, Par. =  3.31817e-05  0.00303723   -7.02825   -19.3855
## It.   95, RSS = 1.40173e-09, Par. =  3.30701e-05  0.00311218   -7.04207   -19.6032
## It.   96, RSS = 1.40171e-09, Par. =  3.29571e-05  0.00319171   -7.05611   -19.8289
## It.    0, RSS = 4.27766e-08, Par. =     0.0001     0.0002         -2         10
## It.    1, RSS = 1.87485e-08, Par. = -0.00205596  0.000213994   -18.7207    75.8826
## It.    2, RSS = 8.99962e-09, Par. = -0.00209714  0.000214785   -20.6469    73.0239
## It.    3, RSS = 7.33105e-09, Par. = -0.00218453  0.000253204   -21.5146    67.7716
## It.    4, RSS = 5.58269e-09, Par. = -0.00225738  0.00028335   -21.5765    64.5142
## It.    5, RSS = 4.53161e-09, Par. = -0.0024413  0.000340323   -21.7267    58.6597
## It.    6, RSS = 2.44288e-09, Par. =  -0.002662  0.000398656   -21.4813    55.0188
## It.    7, RSS = 1.69485e-09, Par. = -0.00255559  0.000512447   -24.7756    53.1842
## It.    8, RSS = 1.62152e-09, Par. = -0.00254657  0.000537364   -25.3152    52.6763
## It.    9, RSS = 1.61991e-09, Par. = -0.00253564  0.000541561   -25.4702    52.6122
## It.   10, RSS = 1.61762e-09, Par. = -0.00250716  0.000548421   -25.8003    52.5291
## It.   11, RSS = 1.61467e-09, Par. = -0.00245218  0.000561444   -26.4431    52.3616
## It.   12, RSS = 1.6102e-09, Par. = -0.00240469  0.000573966   -27.0474    52.1596
## It.   13, RSS = 1.60689e-09, Par. = -0.00237751  0.000581839    -27.418    52.0118
## It.   14, RSS = 1.6044e-09, Par. = -0.00232444  0.000596955    -28.131    51.7253
## It.   15, RSS = 1.59986e-09, Par. = -0.00227903  0.00061143   -28.7956     51.403
## It.   16, RSS = 1.59665e-09, Par. = -0.00225691  0.000619285    -29.145    51.2057
## It.   17, RSS = 1.59424e-09, Par. = -0.00221268  0.000634365     -29.82    50.8283
## It.   18, RSS = 1.59052e-09, Par. = -0.00217423  0.00064883   -30.4502    50.4245
## It.   19, RSS = 1.58778e-09, Par. = -0.00215231  0.000657805   -30.8301    50.1527
## It.   20, RSS = 1.58571e-09, Par. = -0.00210916  0.000675057   -31.5615    49.6235
## It.   21, RSS = 1.58196e-09, Par. = -0.00207184  0.000691551    -32.238    49.0691
## It.   22, RSS = 1.57933e-09, Par. = -0.00205316  0.000700609   -32.5963    48.7421
## It.   23, RSS = 1.57733e-09, Par. = -0.00201566  0.000718023    -33.289    48.1088
## It.   24, RSS = 1.57418e-09, Par. = -0.00198272  0.0007347   -33.9298    47.4584
## It.   25, RSS = 1.57189e-09, Par. = -0.00196389  0.000744945   -34.3098    47.0366
## It.   26, RSS = 1.57013e-09, Par. = -0.00192654  0.000764653   -35.0413    46.2127
## It.   27, RSS = 1.56699e-09, Par. = -0.00189374  0.000783473    -35.711    45.3756
## It.   28, RSS = 1.56478e-09, Par. = -0.00187685  0.000793912   -36.0661    44.8877
## It.   29, RSS = 1.56308e-09, Par. = -0.00184279  0.000813994   -36.7522    43.9364
## It.   30, RSS = 1.56036e-09, Par. = -0.00181241  0.000833202   -37.3787    42.9789
## It.   31, RSS = 1.5584e-09, Par. = -0.00179483  0.000844945   -37.7442    42.3693
## It.   32, RSS = 1.55688e-09, Par. = -0.0017597  0.000867538    -38.446    41.1751
## It.   33, RSS = 1.55414e-09, Par. = -0.00172823  0.000889097   -39.0775    39.9806
## It.   34, RSS = 1.55224e-09, Par. = -0.00171146  0.000901196   -39.4104    39.2842
## It.   35, RSS = 1.55074e-09, Par. = -0.00167754  0.000924468   -40.0514    37.9201
## It.   36, RSS = 1.5483e-09, Par. = -0.00164665  0.000946712   -40.6224    36.5618
## It.   37, RSS = 1.54655e-09, Par. = -0.00162828  0.000960386   -40.9489    35.6983
## It.   38, RSS = 1.54516e-09, Par. = -0.00159137  0.000986679   -41.5709    34.0016
## It.   39, RSS = 1.54262e-09, Par. = -0.00155749  0.00101176   -42.1082    32.3181
## It.   40, RSS = 1.54087e-09, Par. = -0.00153849  0.00102619   -42.3856    31.3172
## It.   41, RSS = 1.53945e-09, Par. = -0.00149996  0.00105391   -42.9123    29.3482
## It.   42, RSS = 1.53703e-09, Par. = -0.00146402  0.00108038    -43.348     27.398
## It.   43, RSS = 1.5353e-09, Par. = -0.00144112  0.00109735   -43.5862    26.1082
## It.   44, RSS = 1.53388e-09, Par. = -0.00139494  0.00112989   -44.0214    23.5645
## It.   45, RSS = 1.53107e-09, Par. = -0.00135141  0.00116089   -44.3311    21.0496
## It.   46, RSS = 1.52914e-09, Par. = -0.00132311  0.00118087   -44.4659    19.3753
## It.   47, RSS = 1.52746e-09, Par. = -0.00126562   0.001219    -44.679    16.0644
## It.   48, RSS = 1.52403e-09, Par. = -0.0012105  0.00125529   -44.7084    12.7927
## It.   49, RSS = 1.52122e-09, Par. = -0.00115569  0.00128972   -44.5861    9.55945
## It.   50, RSS = 1.51848e-09, Par. = -0.00104514  0.00135454   -44.0807     3.1682
## It.   51, RSS = 1.51238e-09, Par. = -0.000936319  0.00141538   -42.9015   -3.09485
## It.   52, RSS = 1.50895e-09, Par. = -0.000898759  0.00143663   -42.1922    -5.1615
## It.   53, RSS = 1.50557e-09, Par. = -0.000814436  0.00147472   -40.8185   -9.50943
## It.   54, RSS = 1.50483e-09, Par. = -0.000735217  0.0015092   -39.1572   -13.3726
## It.   55, RSS = 1.49732e-09, Par. = -0.000696966  0.00152544   -38.1799   -15.0629
## It.   56, RSS = 1.49471e-09, Par. = -0.00066886  0.00153611   -37.4644   -16.2612
## It.   57, RSS = 1.49333e-09, Par. = -0.000610619  0.00155694   -35.9515    -18.687
## It.   58, RSS = 1.49019e-09, Par. = -0.000556317  0.00157614   -34.3566   -20.7288
## It.   59, RSS = 1.48835e-09, Par. = -0.000497773  0.00159574   -32.5099   -22.7095
## It.   60, RSS = 1.47774e-09, Par. = -0.00047245  0.00160451   -31.6041   -23.3901
## It.   61, RSS = 1.47501e-09, Par. = -0.000451746  0.00161093   -30.8787   -23.9507
## It.   62, RSS = 1.47365e-09, Par. = -0.000409002  0.00162363   -29.3605   -25.0608
## It.   63, RSS = 1.46868e-09, Par. = -0.00036934  0.00163558   -27.8379   -25.8674
## It.   64, RSS = 1.46329e-09, Par. = -0.000330648  0.00164689   -26.2821   -26.4769
## It.   65, RSS = 1.45739e-09, Par. = -0.000293071  0.00165765   -24.6967   -26.8748
## It.   66, RSS = 1.45082e-09, Par. = -0.000256657  0.00166786   -23.0879   -27.0536
## It.   67, RSS = 1.44347e-09, Par. = -0.000221459  0.00167753   -21.4625   -27.0066
## It.   68, RSS = 1.43521e-09, Par. = -0.000187529  0.00168666   -19.8277   -26.7287
## It.   69, RSS = 1.42589e-09, Par. = -0.000154916  0.00169525    -18.191   -26.2159
## It.   70, RSS = 1.41537e-09, Par. = -0.000123666  0.00170327     -16.56   -25.4663
## It.   71, RSS = 1.40941e-09, Par. = -9.09011e-05  0.00171141    -14.787   -24.3947
## It.   72, RSS = 1.37939e-09, Par. = -7.72191e-05  0.00171495   -13.9987   -23.7007
## It.   73, RSS = 1.37161e-09, Par. = -6.3487e-05  0.00171809    -13.223    -23.067
## It.   74, RSS = 1.3699e-09, Par. = -3.85872e-05  0.00172377   -11.7926   -21.8056
## It.   75, RSS = 1.34777e-09, Par. = -2.69419e-05  0.00172667   -11.0796   -20.9744
## It.   76, RSS = 1.33992e-09, Par. = -1.62529e-05  0.00172909    -10.438   -20.2502
## It.   77, RSS = 1.33804e-09, Par. =  4.28987e-06  0.00173372   -9.18765   -18.7691
## It.   78, RSS = 1.31902e-09, Par. =  1.28889e-05  0.00173579   -8.63099   -17.9356
## It.   79, RSS = 1.31417e-09, Par. =  2.05707e-05  0.00173748   -8.14791   -17.2477
## It.   80, RSS = 1.31058e-09, Par. =  2.7572e-05  0.00173907   -7.69981   -16.5789
## It.   81, RSS = 1.30858e-09, Par. =  3.22646e-05  0.0017402   -7.39632   -16.1038
## It.   82, RSS = 1.30814e-09, Par. =  3.94266e-05  0.00176058   -6.93847   -15.4747
## It.   83, RSS = 1.3072e-09, Par. =  3.95851e-05  0.00178808   -6.93243   -15.5688
## It.   84, RSS = 1.30714e-09, Par. =  3.9399e-05  0.00184125   -6.95824   -15.8508
## It.   85, RSS = 1.30707e-09, Par. =  3.9217e-05  0.00189088   -6.98191   -16.1053
## It.   86, RSS = 1.30701e-09, Par. =  3.90641e-05  0.00193436   -7.00173   -16.3224
## It.   87, RSS = 1.30698e-09, Par. =  3.8783e-05  0.00201682   -7.03835   -16.7282
## It.   88, RSS = 1.30686e-09, Par. =  3.86542e-05  0.00206032   -7.05507   -16.9256
## It.   89, RSS = 1.30683e-09, Par. =  3.8406e-05  0.00214321   -7.08766   -17.3071
## It.   90, RSS = 1.30676e-09, Par. =  3.81706e-05  0.00223023    -7.1186   -17.6857
## It.   91, RSS = 1.30666e-09, Par. =  3.79735e-05  0.00230973   -7.14459   -18.0159
## It.   92, RSS = 1.3066e-09, Par. =  3.77703e-05  0.00239678    -7.1715   -18.3664
## It.   93, RSS = 1.30653e-09, Par. =  3.75983e-05  0.00247685   -7.19434   -18.6748
## It.   94, RSS = 1.30647e-09, Par. =  3.74217e-05  0.00256392   -7.21788   -19.0004
## It.   95, RSS = 1.30641e-09, Par. =  3.72703e-05  0.0026445    -7.2381   -19.2896
## It.    0, RSS = 4.30628e-08, Par. =     0.0001     0.0002         -2         10
## It.    1, RSS = 1.80456e-08, Par. = -0.00205461  0.000215802   -19.1458    76.2561
## It.    2, RSS = 1.80348e-08, Par. = -0.0017605  0.000516493   -54.8486    87.6122
## It.    3, RSS = 7.2415e-09, Par. = -0.00238513  0.000652627   -44.4231     77.033
## It.    4, RSS = 2.49665e-09, Par. = -0.0030622  0.000785214   -39.5972    67.0787
## It.    5, RSS = 1.59839e-09, Par. = -0.00303144  0.000823096   -40.4601    66.3991
## It.    6, RSS = 1.5974e-09, Par. = -0.00302173  0.00082965   -40.7045    66.2556
## It.    7, RSS = 1.59587e-09, Par. = -0.00299706  0.000841609   -41.2181    66.0117
## It.    8, RSS = 1.59473e-09, Par. = -0.00295005  0.000864652   -42.2118    65.5182
## It.    9, RSS = 1.59124e-09, Par. = -0.00290977  0.000886607   -43.1322    64.9921
## It.   10, RSS = 1.58879e-09, Par. = -0.00286758  0.000910792   -44.1269    64.3719
## It.   11, RSS = 1.58569e-09, Par. = -0.00283028  0.000933753   -45.0483    63.7353
## It.   12, RSS = 1.5833e-09, Par. = -0.00279232  0.000958169   -46.0089    63.0171
## It.   13, RSS = 1.5806e-09, Par. = -0.0027583  0.000981375   -46.8994    62.2893
## It.   14, RSS = 1.57842e-09, Par. = -0.00272357  0.00100596   -47.8234    61.4779
## It.   15, RSS = 1.57604e-09, Par. = -0.00269208  0.00102936   -48.6803    60.6618
## It.   16, RSS = 1.57396e-09, Par. = -0.00266304  0.00105168    -49.479    59.8463
## It.   17, RSS = 1.57242e-09, Par. = -0.0026474  0.00106441   -49.9202    59.3589
## It.   18, RSS = 1.5712e-09, Par. = -0.00261588  0.00108905   -50.7773    58.4036
## It.   19, RSS = 1.5692e-09, Par. = -0.00258743  0.00111262   -51.5689     57.443
## It.   20, RSS = 1.56776e-09, Par. = -0.00257191  0.00112612    -52.006     56.869
## It.   21, RSS = 1.56662e-09, Par. = -0.00254057  0.00115226   -52.8546    55.7423
## It.   22, RSS = 1.56473e-09, Par. = -0.00251202  0.00117723   -53.6334    54.6148
## It.   23, RSS = 1.56337e-09, Par. = -0.00249637  0.00119146   -54.0588    53.9467
## It.   24, RSS = 1.56228e-09, Par. = -0.00246471  0.00121903    -54.884    52.6335
## It.   25, RSS = 1.5605e-09, Par. = -0.00243554  0.00124535   -55.6356    51.3242
## It.   26, RSS = 1.55921e-09, Par. = -0.00241927  0.00126043   -56.0453    50.5457
## It.   27, RSS = 1.55818e-09, Par. = -0.00238634  0.00128964   -56.8386    49.0135
## It.   28, RSS = 1.55646e-09, Par. = -0.00235566  0.00131752   -57.5528    47.4894
## It.   29, RSS = 1.55524e-09, Par. = -0.0023384  0.00133345   -57.9366    46.5866
## It.   30, RSS = 1.55424e-09, Par. = -0.00230337  0.0013643   -58.6775    44.8065
## It.   31, RSS = 1.55257e-09, Par. = -0.00227038  0.00139374   -59.3332    43.0389
## It.   32, RSS = 1.55138e-09, Par. = -0.00225139  0.00141075   -59.6825    41.9813
## It.   33, RSS = 1.5504e-09, Par. = -0.00221284  0.00144365   -60.3529    39.8929
## It.   34, RSS = 1.54873e-09, Par. = -0.00217608  0.00147502   -60.9279      37.82
## It.   35, RSS = 1.54755e-09, Par. = -0.00215451  0.00149329   -61.2255    36.5691
## It.   36, RSS = 1.54655e-09, Par. = -0.00211062  0.00152859   -61.7896    34.0937
## It.   37, RSS = 1.54482e-09, Par. = -0.00206828  0.00156223   -62.2427    31.6359
## It.   38, RSS = 1.54359e-09, Par. = -0.00204221  0.00158249   -62.4651    30.0991
## It.   39, RSS = 1.54254e-09, Par. = -0.0019891  0.00162155     -62.87    27.0497
## It.   40, RSS = 1.54059e-09, Par. = -0.00193721  0.00165868   -63.1311    24.0181
## It.   41, RSS = 1.53919e-09, Par. = -0.00190215  0.0016828   -63.2207    21.9651
## It.   42, RSS = 1.53794e-09, Par. = -0.00183048  0.00172906   -63.3314    17.8761
## It.   43, RSS = 1.53531e-09, Par. = -0.00175925  0.00177282   -63.2092    13.7954
## It.   44, RSS = 1.53312e-09, Par. = -0.00168848  0.00181313   -62.8947    9.81969
## It.   45, RSS = 1.53074e-09, Par. = -0.0015424  0.00188909     -61.93    1.84457
## It.   46, RSS = 1.52689e-09, Par. = -0.0013901  0.00195933   -60.0431   -6.20492
## It.   47, RSS = 1.52335e-09, Par. = -0.00133731  0.00198215    -58.991   -8.81666
## It.   48, RSS = 1.52115e-09, Par. = -0.00122018  0.00202328   -56.9532    -14.346
## It.   49, RSS = 1.51751e-09, Par. = -0.00117261  0.00203965    -55.849   -16.4431
## It.   50, RSS = 1.5154e-09, Par. = -0.00112242  0.0020546   -54.7396    -18.594
## It.   51, RSS = 1.51376e-09, Par. = -0.00108624  0.00206496   -53.8827   -20.0916
## It.   52, RSS = 1.51262e-09, Par. = -0.00101091  0.00208522   -52.0698   -23.1462
## It.   53, RSS = 1.51038e-09, Par. = -0.000939726  0.00210365   -50.1636   -25.8313
## It.   54, RSS = 1.50915e-09, Par. = -0.000862375  0.00212235   -47.9553   -28.5471
## It.   55, RSS = 1.50135e-09, Par. = -0.000828149  0.00213072   -46.8613   -29.5906
## It.   56, RSS = 1.49939e-09, Par. = -0.00080208  0.00213648   -46.0404   -30.3832
## It.   57, RSS = 1.49817e-09, Par. = -0.000748011  0.00214788    -44.324   -31.9943
## It.   58, RSS = 1.49486e-09, Par. = -0.000697074  0.00215867    -42.596   -33.3351
## It.   59, RSS = 1.49239e-09, Par. = -0.000642133  0.00216996    -40.656   -34.6287
## It.   60, RSS = 1.48717e-09, Par. = -0.000592983    0.00218   -38.8264   -35.5962
## It.   61, RSS = 1.48285e-09, Par. = -0.000544692  0.00218966   -36.9601   -36.3875
## It.   62, RSS = 1.4782e-09, Par. = -0.000497425  0.00219906   -35.0571   -36.9782
## It.   63, RSS = 1.47305e-09, Par. = -0.000451258  0.00220823   -33.1229   -37.3577
## It.   64, RSS = 1.46729e-09, Par. = -0.000406277  0.00221718   -31.1636   -37.5156
## It.   65, RSS = 1.46082e-09, Par. = -0.000362571  0.00222591   -29.1862   -37.4426
## It.   66, RSS = 1.45347e-09, Par. = -0.000320232  0.0022344   -27.1983   -37.1308
## It.   67, RSS = 1.44507e-09, Par. = -0.000279351  0.00224264   -25.2086   -36.5741
## It.   68, RSS = 1.43463e-09, Par. = -0.000240629  0.00225068   -23.2577   -35.7838
## It.   69, RSS = 1.4267e-09, Par. = -0.000201539  0.00225916   -21.2249   -34.7142
## It.   70, RSS = 1.40614e-09, Par. = -0.000168772  0.00226666   -19.4544   -33.5102
## It.   71, RSS = 1.39468e-09, Par. = -0.000135571  0.00227427   -17.6193    -32.066
## It.   72, RSS = 1.3716e-09, Par. = -0.000107642  0.0022808   -16.0216   -30.5581
## It.   73, RSS = 1.35612e-09, Par. = -7.94402e-05  0.00228725   -14.3771   -28.8267
## It.   74, RSS = 1.33034e-09, Par. = -5.54962e-05  0.00229269   -12.9383   -27.0821
## It.   75, RSS = 1.31018e-09, Par. = -3.17277e-05  0.00229786   -11.4862   -25.1542
## It.   76, RSS = 1.28635e-09, Par. = -8.98191e-06  0.00230263   -10.0616    -23.044
## It.   77, RSS = 1.25853e-09, Par. =  1.17866e-05  0.00230677   -8.73241   -20.8598
## It.   78, RSS = 1.22892e-09, Par. =  2.90591e-05  0.00231005   -7.60521   -18.8195
## It.   79, RSS = 1.21181e-09, Par. =  3.2739e-05  0.00231076   -7.35982   -18.2866
## It.   80, RSS = 1.20353e-09, Par. =  4.04142e-05  0.00231211   -6.85638   -17.3286
## It.   81, RSS = 1.20324e-09, Par. =  5.50954e-05  0.00231591   -5.87852   -15.3844
## It.   82, RSS = 1.19189e-09, Par. =  5.68729e-05  0.00234284   -5.75202   -15.1164
## It.   83, RSS = 1.1918e-09, Par. =  5.69807e-05  0.00239624   -5.75157   -15.2601
## It.   84, RSS = 1.19171e-09, Par. =  5.68531e-05  0.00249773   -5.77011   -15.5696
## It.   85, RSS = 1.19157e-09, Par. =  5.67176e-05  0.00260451   -5.78862   -15.8785
## It.   86, RSS = 1.19143e-09, Par. =  5.6604e-05  0.00270183    -5.8041   -16.1466
## It.   87, RSS = 1.19133e-09, Par. =  5.65423e-05  0.00276035   -5.81255      -16.3
## It.   88, RSS = 1.19127e-09, Par. =  5.64209e-05  0.00287204    -5.8291    -16.595
## It.   89, RSS = 1.19116e-09, Par. =  5.63072e-05  0.00298908   -5.84465   -16.8865
## It.   90, RSS = 1.19104e-09, Par. =  5.62121e-05  0.00309634   -5.85769   -17.1413
## It.   91, RSS = 1.19096e-09, Par. =  5.61637e-05  0.00315725    -5.8644   -17.2789
## It.   92, RSS = 1.19091e-09, Par. =  5.6067e-05  0.00327409   -5.87768   -17.5457
## It.   93, RSS = 1.19082e-09, Par. =  5.5976e-05  0.00339593   -5.89021   -17.8093
## It.   94, RSS = 1.19073e-09, Par. =  5.58987e-05  0.0035085   -5.90089   -18.0427
## It.   95, RSS = 1.19067e-09, Par. =  5.58578e-05  0.00357424   -5.90658   -18.1729
## It.   96, RSS = 1.19062e-09, Par. =  5.57765e-05  0.00370062   -5.91782   -18.4252
## It.    0, RSS = 4.2485e-08, Par. =     0.0001     0.0002         -2         10
## It.    1, RSS = 1.61543e-08, Par. = -0.00207824  0.000215781   -19.7732    78.0186
## It.    2, RSS = 8.74934e-09, Par. = -0.00173639  0.000517434   -56.0885     91.391
## It.    3, RSS = 4.37831e-09, Par. = -0.00211891  0.000600317   -50.2236    84.6518
## It.    4, RSS = 1.95506e-09, Par. = -0.00294373  0.000755439   -41.7112    71.7472
## It.    5, RSS = 1.74415e-09, Par. = -0.00309614  0.000795703   -41.1295    69.8639
## It.    6, RSS = 1.73288e-09, Par. = -0.00309834  0.000805606      -41.3    69.6094
## It.    7, RSS = 1.7309e-09, Par. = -0.00306745  0.000821108    -41.965    69.3061
## It.    8, RSS = 1.72905e-09, Par. = -0.00304351  0.000832316   -42.4691    69.0698
## It.    9, RSS = 1.72768e-09, Par. = -0.00299686  0.000853939   -43.4464    68.6026
## It.   10, RSS = 1.72436e-09, Par. = -0.00295654  0.000874606   -44.3566    68.1033
## It.   11, RSS = 1.72188e-09, Par. = -0.00291453  0.000897249   -45.3359    67.5179
## It.   12, RSS = 1.71889e-09, Par. = -0.00287717  0.000918821   -46.2478    66.9153
## It.   13, RSS = 1.71649e-09, Par. = -0.00283928  0.00094169   -47.1966    66.2377
## It.   14, RSS = 1.71386e-09, Par. = -0.00280519  0.000963495   -48.0806    65.5494
## It.   15, RSS = 1.71156e-09, Par. = -0.00277396  0.000984333   -48.9081    64.8563
## It.   16, RSS = 1.70986e-09, Par. = -0.00275747  0.000996101   -49.3624    64.4428
## It.   17, RSS = 1.70851e-09, Par. = -0.00272428  0.0010189   -50.2463     63.634
## It.   18, RSS = 1.70634e-09, Par. = -0.00269456  0.00104075    -51.068    62.8138
## It.   19, RSS = 1.70476e-09, Par. = -0.0026784  0.00105335   -51.5272    62.3177
## It.   20, RSS = 1.70351e-09, Par. = -0.00264589  0.00107777   -52.4197    61.3451
## It.   21, RSS = 1.70143e-09, Par. = -0.00261658  0.00110113   -53.2448    60.3655
## It.   22, RSS = 1.69994e-09, Par. = -0.00260086  0.00111432   -53.6939     59.788
## It.   23, RSS = 1.69876e-09, Par. = -0.00256912  0.00113988    -54.567    58.6549
## It.   24, RSS = 1.69683e-09, Par. = -0.00254021  0.00116433   -55.3703    57.5198
## It.   25, RSS = 1.69544e-09, Par. = -0.0025242  0.00117843   -55.8151     56.839
## It.   26, RSS = 1.69433e-09, Par. = -0.00249185  0.00120574   -56.6781    55.5005
## It.   27, RSS = 1.69247e-09, Par. = -0.00246212  0.00123185   -57.4655    54.1646
## It.   28, RSS = 1.69115e-09, Par. = -0.00244584  0.0012466   -57.8891    53.3809
## It.   29, RSS = 1.69008e-09, Par. = -0.00241282  0.00127518   -58.7109    51.8386
## It.   30, RSS = 1.68833e-09, Par. = -0.00238212  0.0013025   -59.4535    50.3034
## It.   31, RSS = 1.68707e-09, Par. = -0.00236471  0.00131829   -59.8582    49.3841
## It.   32, RSS = 1.68605e-09, Par. = -0.00232941  0.00134886   -60.6401    47.5717
## It.   33, RSS = 1.68432e-09, Par. = -0.00229625  0.00137805   -61.3347    45.7708
## It.   34, RSS = 1.68309e-09, Par. = -0.00227753  0.00139468   -61.7005    44.7091
## It.   35, RSS = 1.68208e-09, Par. = -0.00223948  0.00142684   -62.4048    42.6126
## It.   36, RSS = 1.68039e-09, Par. = -0.00220328  0.00145756   -63.0143    40.5308
## It.   37, RSS = 1.67918e-09, Par. = -0.00218193  0.00147561   -63.3358    39.2645
## It.   38, RSS = 1.67817e-09, Par. = -0.00213852  0.00151049    -63.947     36.759
## It.   39, RSS = 1.67641e-09, Par. = -0.00209678  0.00154376   -64.4463    34.2708
## It.   40, RSS = 1.67516e-09, Par. = -0.00207173  0.00156338   -64.6916    32.7483
## It.   41, RSS = 1.67408e-09, Par. = -0.00202069  0.00160125   -65.1452    29.7291
## It.   42, RSS = 1.67216e-09, Par. = -0.00197096  0.00163732   -65.4609    26.7265
## It.   43, RSS = 1.67078e-09, Par. = -0.00193791  0.00166049   -65.5897    24.7191
## It.   44, RSS = 1.66956e-09, Par. = -0.0018704  0.00170503   -65.7846    20.7219
## It.   45, RSS = 1.66704e-09, Par. = -0.00180365  0.00174725   -65.7643    16.7367
## It.   46, RSS = 1.66511e-09, Par. = -0.00174685  0.00178097    -65.588     13.388
## It.   47, RSS = 1.66319e-09, Par. = -0.00162999  0.00184501   -65.0293    6.68072
## It.   48, RSS = 1.65831e-09, Par. = -0.00151059  0.00190481   -63.8698  -0.058285
## It.   49, RSS = 1.65415e-09, Par. = -0.0012614  0.00201179   -60.5926   -13.3527
## It.   50, RSS = 1.64978e-09, Par. = -0.00124807  0.00202398   -59.7129   -14.0388
## It.   51, RSS =  1.648e-09, Par. = -0.00120339  0.00203849   -58.7644   -16.1194
## It.   52, RSS = 1.64696e-09, Par. = -0.00111012  0.0020668   -56.7182   -20.3621
## It.   53, RSS = 1.64562e-09, Par. = -0.00102225   0.002092   -54.4886   -24.0929
## It.   54, RSS = 1.63898e-09, Par. = -0.000979203  0.0021039    -53.253    -25.755
## It.   55, RSS = 1.63705e-09, Par. = -0.000950498  0.00211113   -52.4292    -26.838
## It.   56, RSS = 1.63557e-09, Par. = -0.000890905  0.00212528   -50.7104   -29.0573
## It.   57, RSS = 1.63273e-09, Par. = -0.000834523  0.00213846   -48.9541   -30.9899
## It.   58, RSS = 1.63038e-09, Par. = -0.000773835  0.00215202   -46.9723   -32.9173
## It.   59, RSS = 1.62608e-09, Par. = -0.000719127  0.00216394   -45.0755   -34.4707
## It.   60, RSS = 1.62386e-09, Par. = -0.000659832  0.00217637   -42.9331   -35.9848
## It.   61, RSS = 1.61815e-09, Par. = -0.000607122  0.00218733    -40.916   -37.1093
## It.   62, RSS = 1.61366e-09, Par. = -0.000555371  0.00219783   -38.8553   -38.0287
## It.   63, RSS = 1.60886e-09, Par. = -0.000504781  0.00220802   -36.7507   -38.7129
## It.   64, RSS = 1.60351e-09, Par. = -0.00045544  0.00221792    -34.609   -39.1487
## It.   65, RSS = 1.59749e-09, Par. = -0.000407447  0.00222756   -32.4378   -39.3234
## It.   66, RSS = 1.59064e-09, Par. = -0.000360908  0.00223693   -30.2458   -39.2255
## It.   67, RSS = 1.58278e-09, Par. = -0.000315932  0.00224603   -28.0426   -38.8453
## It.   68, RSS = 1.57364e-09, Par. = -0.000272623  0.00225482   -25.8387   -38.1756
## It.   69, RSS = 1.56175e-09, Par. = -0.000231812  0.00226334   -23.6848   -37.2319
## It.   70, RSS = 1.54661e-09, Par. = -0.000194268  0.00227158    -21.634   -36.0564
## It.   71, RSS = 1.52976e-09, Par. = -0.00015971  0.00227939   -19.6851   -34.6786
## It.   72, RSS = 1.51786e-09, Par. = -0.000124635  0.0022874   -17.6497   -32.9773
## It.   73, RSS = 1.48807e-09, Par. = -9.56841e-05  0.00229411   -15.9082   -31.2212
## It.   74, RSS = 1.47071e-09, Par. = -6.61051e-05  0.00230074   -14.0956   -29.1869
## It.   75, RSS = 1.43679e-09, Par. = -4.15592e-05  0.00230615   -12.5412   -27.1629
## It.   76, RSS = 1.41247e-09, Par. = -1.68831e-05  0.00231128   -10.9546   -24.9054
## It.   77, RSS = 1.3755e-09, Par. =  4.07215e-06  0.00231543   -9.56818   -22.6783
## It.   78, RSS = 1.34368e-09, Par. =  2.36173e-05  0.00231903    -8.2566    -20.388
## It.   79, RSS = 1.30979e-09, Par. =  3.99855e-05  0.00232185   -7.13363   -18.2307
## It.   80, RSS = 1.29049e-09, Par. =  4.40941e-05  0.00232255   -6.84608   -17.5833
## It.   81, RSS = 1.2796e-09, Par. =  5.258e-05  0.00232386   -6.26184   -16.4004
## It.   82, RSS = 1.27243e-09, Par. =  5.82455e-05  0.00232475   -5.86091   -15.5268
## It.   83, RSS = 1.2707e-09, Par. =  6.54116e-05  0.00236082   -5.36024   -14.5257
## It.   84, RSS = 1.26881e-09, Par. =  6.51058e-05  0.00240542   -5.38313   -14.6603
## It.   85, RSS = 1.2688e-09, Par. =  6.50426e-05  0.00244523   -5.39081   -14.7758
## It.   86, RSS = 1.2688e-09, Par. =  6.49501e-05  0.00252182   -5.40355   -14.9911
## It.   87, RSS = 1.26878e-09, Par. =  6.48593e-05  0.00260146   -5.41592   -15.2054
## It.   88, RSS = 1.26875e-09, Par. =  6.47796e-05  0.00267566   -5.42676   -15.3981
## It.   89, RSS = 1.26874e-09, Par. =  6.4699e-05  0.00275531   -5.43778   -15.5993
## It.   90, RSS = 1.26872e-09, Par. =  6.46277e-05  0.00282984   -5.44751   -15.7812
## It.   91, RSS = 1.2687e-09, Par. =  6.45557e-05  0.00290949   -5.45739   -15.9707
## It.   92, RSS = 1.26868e-09, Par. =  6.44915e-05  0.00298435   -5.46617    -16.143
## It.   93, RSS = 1.26867e-09, Par. =  6.44268e-05   0.003064   -5.47507   -16.3219
## It.   94, RSS = 1.26866e-09, Par. =  6.43688e-05  0.00313911   -5.48304   -16.4855
## It.   95, RSS = 1.26864e-09, Par. =  6.43104e-05  0.00321877   -5.49109   -16.6549
## It.   96, RSS = 1.26863e-09, Par. =  6.42577e-05  0.0032941   -5.49834   -16.8106
## It.    0, RSS = 4.1815e-08, Par. =     0.0001     0.0002         -2         10
## It.    1, RSS = 1.50222e-08, Par. = -0.00201005  0.000215343    -19.408     75.863
## It.    2, RSS = 7.42475e-09, Par. = -0.00167809  0.000511052   -54.2302    88.1439
## It.    3, RSS = 3.78075e-09, Par. = -0.00208838  0.000598782   -48.1691    80.9058
## It.    4, RSS = 1.5148e-09, Par. = -0.00295808  0.000765295   -39.4449    67.6527
## It.    5, RSS = 1.3909e-09, Par. = -0.00289993  0.000809406   -41.1634    66.6313
## It.    6, RSS = 1.38205e-09, Par. = -0.00288898  0.000818455   -41.5082     66.388
## It.    7, RSS = 1.3803e-09, Par. = -0.0028562  0.000834768   -42.2271    66.0126
## It.    8, RSS = 1.3784e-09, Par. = -0.00283517  0.000845927   -42.7143    65.7335
## It.    9, RSS =  1.377e-09, Par. = -0.00279407  0.000867514   -43.6563    65.1836
## It.   10, RSS = 1.37405e-09, Par. = -0.00275834  0.00088813   -44.5317    64.6078
## It.   11, RSS = 1.37176e-09, Par. = -0.00272097  0.000910681   -45.4708    63.9403
## It.   12, RSS = 1.36909e-09, Par. = -0.00268751  0.000932158   -46.3438     63.261
## It.   13, RSS = 1.36678e-09, Par. = -0.00265694  0.000952656   -47.1595     62.577
## It.   14, RSS = 1.36507e-09, Par. = -0.0026408  0.000964244   -47.6075    62.1682
## It.   15, RSS = 1.36373e-09, Par. = -0.00260832  0.000986679   -48.4784    61.3689
## It.   16, RSS = 1.36155e-09, Par. = -0.00257931  0.00100815   -49.2865    60.5586
## It.   17, RSS = 1.35997e-09, Par. = -0.00256345  0.00102059   -49.7401    60.0656
## It.   18, RSS = 1.35873e-09, Par. = -0.00253158  0.00104469   -50.6208    59.0995
## It.   19, RSS = 1.35665e-09, Par. = -0.00250291  0.00106772   -51.4332    58.1268
## It.   20, RSS = 1.35516e-09, Par. = -0.00248752  0.00108074   -51.8756    57.5522
## It.   21, RSS = 1.35398e-09, Par. = -0.00245644  0.00110594   -52.7349    56.4254
## It.   22, RSS = 1.35206e-09, Par. = -0.00242817  0.00113002   -53.5236    55.2968
## It.   23, RSS = 1.35068e-09, Par. = -0.00241243  0.00114397   -53.9618    54.6166
## It.   24, RSS = 1.34957e-09, Par. = -0.00238065  0.00117098    -54.811    53.2799
## It.   25, RSS = 1.34772e-09, Par. = -0.00235148  0.00119675   -55.5833    51.9465
## It.   26, RSS = 1.3464e-09, Par. = -0.00233546  0.00121134    -55.999    51.1624
## It.   27, RSS = 1.34534e-09, Par. = -0.00230297  0.00123959   -56.8041    49.6196
## It.   28, RSS = 1.3436e-09, Par. = -0.00227277  0.00126656   -57.5291    48.0849
## It.   29, RSS = 1.34235e-09, Par. = -0.00225554  0.00128222    -57.925    47.1611
## It.   30, RSS = 1.34133e-09, Par. = -0.00222061  0.00131251   -58.6886    45.3402
## It.   31, RSS = 1.33961e-09, Par. = -0.0021878  0.0013414   -59.3632    43.5319
## It.   32, RSS = 1.33839e-09, Par. = -0.00216918  0.00135791   -59.7179    42.4617
## It.   33, RSS = 1.33738e-09, Par. = -0.00213133  0.00138981   -60.3991    40.3491
## It.   34, RSS = 1.33569e-09, Par. = -0.00209531  0.00142023   -60.9834    38.2523
## It.   35, RSS = 1.33448e-09, Par. = -0.00207384  0.00143824    -61.291    36.9661
## It.   36, RSS = 1.33347e-09, Par. = -0.0020302  0.00147302   -61.8728    34.4214
## It.   37, RSS = 1.33169e-09, Par. = -0.00198819  0.00150612   -62.3384    31.8954
## It.   38, RSS = 1.33043e-09, Par. = -0.00196265  0.00152586   -62.5632    30.3322
## It.   39, RSS = 1.32934e-09, Par. = -0.00191054  0.00156387    -62.973    27.2312
## It.   40, RSS = 1.32736e-09, Par. = -0.00185969  0.00160002   -63.2357    24.1477
## It.   41, RSS = 1.32593e-09, Par. = -0.00182464  0.00162398   -63.3268    22.0166
## It.   42, RSS = 1.32466e-09, Par. = -0.00175303  0.00166991   -63.4346    17.7725
## It.   43, RSS = 1.32189e-09, Par. = -0.00168192  0.00171332   -63.2942    13.5377
## It.   44, RSS = 1.31959e-09, Par. = -0.00160998  0.00175396   -62.9438    9.33876
## It.   45, RSS = 1.31698e-09, Par. = -0.00146136  0.00183042   -61.8689    0.91456
## It.   46, RSS = 1.31416e-09, Par. = -0.00130588  0.00190114   -59.7648   -7.59769
## It.   47, RSS = 1.30927e-09, Par. = -0.00125778  0.00192206   -58.6882   -10.0426
## It.   48, RSS = 1.30703e-09, Par. = -0.00114993  0.00195914   -56.6608   -15.2833
## It.   49, RSS = 1.30338e-09, Par. = -0.00110111  0.00197552   -55.4746   -17.4985
## It.   50, RSS = 1.30128e-09, Par. = -0.00105905  0.00198796   -54.4739   -19.3475
## It.   51, RSS = 1.3012e-09, Par. = -0.000971156  0.00201232   -52.3176   -23.1189
## It.   52, RSS = 1.29579e-09, Par. = -0.000930547  0.00202366   -51.1355   -24.6891
## It.   53, RSS = 1.29385e-09, Par. = -0.000901068  0.00203107   -50.2877   -25.8044
## It.   54, RSS = 1.2926e-09, Par. = -0.000839807  0.00204562   -48.5085   -28.0832
## It.   55, RSS = 1.28975e-09, Par. = -0.000782067  0.00205912   -46.6872   -30.0444
## It.   56, RSS = 1.2877e-09, Par. = -0.000719592  0.00207304   -44.6161   -31.9945
## It.   57, RSS =  1.283e-09, Par. = -0.00066374  0.00208521    -42.641   -33.5277
## It.   58, RSS = 1.27918e-09, Par. = -0.000608801  0.00209674   -40.6084    -34.855
## It.   59, RSS = 1.27517e-09, Par. = -0.000554981  0.00210783   -38.5169   -35.9469
## It.   60, RSS = 1.27076e-09, Par. = -0.000502374  0.00211854   -36.3733   -36.7876
## It.   61, RSS = 1.26587e-09, Par. = -0.000451085  0.00212892   -34.1848   -37.3614
## It.   62, RSS = 1.26037e-09, Par. = -0.000401231   0.002139   -31.9599   -37.6529
## It.   63, RSS = 1.2541e-09, Par. = -0.000352934  0.00214879   -29.7082   -37.6479
## It.   64, RSS = 1.24685e-09, Par. = -0.00030632  0.00215828   -27.4409   -37.3341
## It.   65, RSS = 1.23835e-09, Par. = -0.000261518  0.00216744   -25.1701   -36.7023
## It.   66, RSS = 1.22729e-09, Par. = -0.000219144  0.00217628   -22.9358   -35.7596
## It.   67, RSS = 1.2117e-09, Par. = -0.000180408  0.00218482   -20.8158   -34.5562
## It.   68, RSS = 1.19427e-09, Par. = -0.000144963  0.0021929   -18.8085   -33.1291
## It.   69, RSS = 1.1749e-09, Par. = -0.000112502  0.0022004   -16.9109   -31.5055
## It.   70, RSS = 1.16123e-09, Par. = -7.97926e-05  0.00220791   -14.9441   -29.5476
## It.   71, RSS = 1.12722e-09, Par. = -5.28409e-05  0.00221407    -13.265   -27.5617
## It.   72, RSS = 1.10659e-09, Par. = -2.5883e-05  0.00221993   -11.5556   -25.3234
## It.   73, RSS = 1.0706e-09, Par. = -3.16943e-06  0.00222467   -10.0687    -23.091
## It.   74, RSS = 1.04144e-09, Par. =  1.79597e-05  0.00222878   -8.66329   -20.7772
## It.   75, RSS = 1.00856e-09, Par. =  3.55597e-05   0.002232   -7.46382   -18.5835
## It.   76, RSS = 9.94252e-10, Par. =  5.35221e-05  0.00223513   -6.22305   -16.1462
## It.   77, RSS = 9.72582e-10, Par. =  6.2578e-05  0.00228901   -5.58405   -14.8737
## It.   78, RSS = 9.67667e-10, Par. =  6.20761e-05  0.0024163   -5.63675   -15.2948
## It.   79, RSS = 9.67544e-10, Par. =  6.20129e-05  0.00244177   -5.64273   -15.3668
## It.   80, RSS = 9.67521e-10, Par. =  6.19472e-05  0.00249163   -5.65177   -15.5145
## It.   81, RSS = 9.6751e-10, Par. =  6.18303e-05  0.0025868   -5.66806    -15.789
## It.   82, RSS = 9.67451e-10, Par. =  6.17739e-05  0.00263667    -5.6757   -15.9228
## It.   83, RSS = 9.67438e-10, Par. =  6.16694e-05  0.00273227   -5.69033   -16.1821
## It.   84, RSS = 9.67399e-10, Par. =  6.15686e-05  0.00283201   -5.70432   -16.4391
## It.   85, RSS = 9.67353e-10, Par. =  6.14822e-05  0.00292414   -5.71633   -16.6668
## It.   86, RSS = 9.67323e-10, Par. =  6.13942e-05  0.00302388   -5.72861    -16.906
## It.   87, RSS = 9.67285e-10, Par. =  6.13179e-05  0.00311653   -5.73924   -17.1195
## It.   88, RSS = 9.67258e-10, Par. =  6.12405e-05  0.00321628   -5.75008    -17.343
## It.   89, RSS = 9.67225e-10, Par. =  6.11727e-05  0.00330938   -5.75955   -17.5439
## It.   90, RSS = 9.67201e-10, Par. =  6.11042e-05  0.00340914   -5.76918   -17.7534
## It.   91, RSS = 9.67173e-10, Par. =  6.10436e-05  0.00350266   -5.77768   -17.9431
## It.   92, RSS = 9.67151e-10, Par. =  6.09823e-05  0.00360243    -5.7863   -18.1402
## It.   93, RSS = 9.67127e-10, Par. =  6.09279e-05  0.0036963   -5.79396   -18.3198
## It.   94, RSS = 9.67107e-10, Par. =  6.0873e-05  0.00379607   -5.80172   -18.5059
## It.   95, RSS = 9.67086e-10, Par. =  6.08238e-05  0.00389025   -5.80865   -18.6762
## It.   96, RSS = 9.67068e-10, Par. =  6.07742e-05  0.00399003   -5.81567   -18.8524
## It.    0, RSS = 3.95549e-08, Par. =     0.0001     0.0002         -2         10
## It.    1, RSS = 1.5129e-08, Par. = -0.00201791  0.000213869   -19.1232    76.2456
## It.    2, RSS = 8.26964e-09, Par. = -0.00159338  0.000492444   -55.3106    95.2196
## It.    3, RSS = 3.66952e-09, Par. = -0.00225127  0.000613841   -48.3281    81.9625
## It.    4, RSS = 2.94975e-09, Par. = -0.00236958  0.000638027   -47.0335    80.4976
## It.    5, RSS = 2.35386e-09, Par. = -0.00262337  0.000684414   -44.8888     77.359
## It.    6, RSS = 2.08223e-09, Par. = -0.0027912  0.000715526   -43.6837    75.5161
## It.    7, RSS = 1.92185e-09, Par. = -0.00295521  0.00074726   -42.6269    73.8219
## It.    8, RSS = 1.87527e-09, Par. = -0.0029317  0.000839428   -45.1897    71.1943
## It.    9, RSS = 1.86508e-09, Par. = -0.00291503  0.000857917   -45.7888    70.7042
## It.   10, RSS = 1.86395e-09, Par. = -0.00289732  0.000868425   -46.2509    70.4324
## It.   11, RSS = 1.86272e-09, Par. = -0.0028609  0.000888424   -47.1673    69.9097
## It.   12, RSS = 1.86051e-09, Par. = -0.00282872  0.000907579   -48.0259    69.3655
## It.   13, RSS = 1.85892e-09, Par. = -0.00281323  0.000917599   -48.4628    69.0598
## It.   14, RSS = 1.85769e-09, Par. = -0.00278189  0.000937037   -49.3156    68.4662
## It.   15, RSS = 1.85585e-09, Par. = -0.00275384  0.000955713   -50.1158    67.8575
## It.   16, RSS = 1.85448e-09, Par. = -0.00273754  0.000967245   -50.5979    67.4613
## It.   17, RSS = 1.8534e-09, Par. = -0.0027051  0.000989604   -51.5339    66.6835
## It.   18, RSS = 1.85146e-09, Par. = -0.00267621   0.001011    -52.404     65.892
## It.   19, RSS = 1.85009e-09, Par. = -0.00266205  0.00102224   -52.8465    65.4539
## It.   20, RSS = 1.84901e-09, Par. = -0.00263326  0.00104404   -53.7102    64.5978
## It.   21, RSS = 1.84739e-09, Par. = -0.0026072  0.00106496   -54.5148    63.7343
## It.   22, RSS = 1.84618e-09, Par. = -0.00259192  0.00107781   -54.9946    63.1809
## It.   23, RSS = 1.84523e-09, Par. = -0.00256133  0.00110272   -55.9253     62.093
## It.   24, RSS = 1.84352e-09, Par. = -0.00253364  0.00112653   -56.7826    61.0009
## It.   25, RSS = 1.84232e-09, Par. = -0.00251977  0.00113907   -57.2164    60.4007
## It.   26, RSS = 1.84136e-09, Par. = -0.0024915  0.00116339   -58.0628    59.2232
## It.   27, RSS = 1.83992e-09, Par. = -0.00246547  0.0011867   -58.8429    58.0464
## It.   28, RSS = 1.83884e-09, Par. = -0.00244997  0.00120098   -59.3025    57.2988
## It.   29, RSS = 1.83799e-09, Par. = -0.0024188  0.00122866    -60.192     55.826
## It.   30, RSS = 1.83645e-09, Par. =   -0.00239  0.00125508   -60.9997    54.3587
## It.   31, RSS = 1.83537e-09, Par. = -0.00237522  0.00126902    -61.403    53.5548
## It.   32, RSS = 1.83451e-09, Par. = -0.00234505  0.00129606   -62.1884    51.9727
## It.   33, RSS = 1.83318e-09, Par. = -0.00231672  0.00132194   -62.8988    50.3989
## It.   34, RSS = 1.8322e-09, Par. = -0.00229943  0.00133786   -63.3112    49.3975
## It.   35, RSS = 1.8314e-09, Par. = -0.00226453  0.00136871   -64.1045    47.4202
## It.   36, RSS = 1.82996e-09, Par. = -0.00223155  0.00139813   -64.8028    45.4563
## It.   37, RSS = 1.82895e-09, Par. = -0.00221412  0.00141374   -65.1414    44.3761
## It.   38, RSS = 1.82811e-09, Par. = -0.00217851  0.00144398   -65.7966    42.2421
## It.   39, RSS = 1.82682e-09, Par. = -0.00214434  0.00147291   -66.3615     40.122
## It.   40, RSS = 1.82586e-09, Par. = -0.00212255  0.00149112   -66.6793    38.7411
## It.   41, RSS = 1.82506e-09, Par. = -0.00207839  0.00152634   -67.2766    36.0044
## It.   42, RSS = 1.82353e-09, Par. = -0.00203569  0.00155985   -67.7493    33.2863
## It.   43, RSS = 1.82249e-09, Par. = -0.0020117  0.00157828   -67.9548    31.7335
## It.   44, RSS = 1.82157e-09, Par. = -0.00196257  0.00161387   -68.3352    28.6492
## It.   45, RSS = 1.82006e-09, Par. = -0.00191434  0.0016478   -68.5795    25.5784
## It.   46, RSS = 1.81891e-09, Par. = -0.00187887  0.00167174   -68.6707    23.3213
## It.   47, RSS = 1.81792e-09, Par. = -0.00180654  0.00171771   -68.7685    18.8213
## It.   48, RSS = 1.81552e-09, Par. = -0.00173445  0.00176111   -68.6028    14.3253
## It.   49, RSS = 1.8137e-09, Par. = -0.00166948  0.00179731   -68.2513    10.3509
## It.   50, RSS = 1.81161e-09, Par. = -0.00153491  0.00186569   -67.2501    2.36364
## It.   51, RSS = 1.8081e-09, Par. = -0.00139483  0.00192898   -65.3865   -5.69843
## It.   52, RSS = 1.80578e-09, Par. = -0.00133658  0.00195304   -64.2094   -8.85597
## It.   53, RSS = 1.80426e-09, Par. = -0.00120887  0.00199716   -61.8187   -15.4651
## It.   54, RSS = 1.8005e-09, Par. = -0.00116831  0.00201119   -60.7389   -17.4093
## It.   55, RSS = 1.79951e-09, Par. = -0.00107978  0.00203644    -58.643   -21.5769
## It.   56, RSS = 1.79831e-09, Par. = -0.000996391  0.00205885   -56.3816   -25.2487
## It.   57, RSS = 1.79282e-09, Par. = -0.000955455  0.00206943   -55.1344   -26.8917
## It.   58, RSS = 1.79124e-09, Par. = -0.000928348  0.00207583   -54.3086   -27.9565
## It.   59, RSS = 1.79001e-09, Par. = -0.000872129  0.00208835   -52.5888   -30.1385
## It.   60, RSS = 1.78769e-09, Par. = -0.000818798  0.00210003   -50.8342   -32.0506
## It.   61, RSS = 1.78572e-09, Par. = -0.000761476  0.00211202   -48.8617   -33.9623
## It.   62, RSS = 1.78227e-09, Par. = -0.000709592  0.00212262   -46.9719   -35.5205
## It.   63, RSS = 1.78038e-09, Par. = -0.000653464  0.00213365    -44.845   -37.0472
## It.   64, RSS = 1.77586e-09, Par. = -0.000603312  0.00214343   -42.8378   -38.2052
## It.   65, RSS = 1.77225e-09, Par. = -0.000554005  0.00215283    -40.787   -39.1703
## It.   66, RSS = 1.76841e-09, Par. = -0.000505711  0.00216198   -38.6919   -39.9149
## It.   67, RSS = 1.76416e-09, Par. = -0.000458511  0.00217091   -36.5585    -40.426
## It.   68, RSS = 1.75941e-09, Par. = -0.000412498  0.00217964   -34.3936   -40.6909
## It.   69, RSS = 1.75405e-09, Par. = -0.000367768  0.00218818    -32.205   -40.6981
## It.   70, RSS = 1.74795e-09, Par. = -0.000324425  0.00219652   -30.0015    -40.437
## It.   71, RSS = 1.74092e-09, Par. = -0.00028257  0.00220464   -27.7929   -39.8996
## It.   72, RSS = 1.73181e-09, Par. = -0.000243024  0.0022126   -25.6303   -39.0984
## It.   73, RSS = 1.72611e-09, Par. = -0.000202901  0.00222109   -23.3636   -37.9812
## It.   74, RSS = 1.6986e-09, Par. = -0.000186586  0.00222497   -22.3894   -37.2771
## It.   75, RSS = 1.69263e-09, Par. = -0.000171954  0.00222818   -21.5271   -36.6999
## It.   76, RSS = 1.69014e-09, Par. = -0.000142693  0.00223452   -19.7898   -35.4756
## It.   77, RSS = 1.67348e-09, Par. = -0.000129968  0.00223757   -18.9908   -34.7266
## It.   78, RSS = 1.66879e-09, Par. = -0.000103709  0.00224333   -17.3721   -33.3041
## It.   79, RSS = 1.65211e-09, Par. = -8.02927e-05  0.00224864   -15.8707   -31.7235
## It.   80, RSS = 1.63696e-09, Par. = -5.64558e-05  0.00225389   -14.3188   -29.9253
## It.   81, RSS = 1.61486e-09, Par. = -3.60655e-05  0.00225829   -12.9565   -28.1454
## It.   82, RSS = 1.59885e-09, Par. = -2.8975e-05  0.00225983   -12.4692   -27.4064
## It.   83, RSS = 1.58609e-09, Par. = -1.46079e-05  0.00226267   -11.4992   -26.0398
## It.   84, RSS = 1.57029e-09, Par. = -2.39503e-06  0.00226506   -10.6523    -24.724
## It.   85, RSS = 1.56461e-09, Par. =  1.98492e-05  0.00226918   -9.10677   -22.2416
## It.   86, RSS = 1.5245e-09, Par. =  3.03035e-05  0.00227112   -8.33838   -20.7476
## It.   87, RSS = 1.51054e-09, Par. =  3.93049e-05  0.00227259   -7.69671   -19.5315
## It.   88, RSS = 1.50699e-09, Par. =  5.65297e-05  0.00227531   -6.44885   -17.0889
## It.   89, RSS = 1.48176e-09, Par. =  6.40174e-05  0.00227647   -5.87576   -15.7578
## It.   90, RSS = 1.47985e-09, Par. =  6.80919e-05  0.00221606   -5.57151   -14.8954
## It.   91, RSS = 1.47985e-09, Par. =  6.80168e-05  0.00220345   -5.57595   -14.8698
## It.   92, RSS = 1.47985e-09, Par. =  6.80511e-05  0.00217856   -5.57084   -14.7879
## It.   93, RSS = 1.47985e-09, Par. =  6.81265e-05  0.00212878   -5.55998   -14.6212
## It.   94, RSS = 1.47984e-09, Par. =  6.81733e-05  0.00210389   -5.55366   -14.5329
## It.   95, RSS = 1.47984e-09, Par. =  6.82547e-05  0.00205412     -5.542   -14.3596
## It.    0, RSS = 3.65809e-08, Par. =     0.0001     0.0002         -2         10
## It.    1, RSS = 1.52591e-08, Par. = -0.00198569  0.000211073   -18.1706    74.7558
## It.    2, RSS = 1.40361e-08, Par. = -0.00151119  0.000461606   -54.3822    99.3128
## It.    3, RSS = 5.70302e-09, Par. = -0.00233124  0.00059788   -47.6477    83.0057
## It.    4, RSS = 2.35252e-09, Par. = -0.00247274  0.000631646   -45.9382    81.4085
## It.    5, RSS = 1.78701e-09, Par. = -0.00280928  0.00069393   -43.5082    77.2994
## It.    6, RSS = 1.6374e-09, Par. = -0.00272691  0.000869814   -49.3385    71.9939
## It.    7, RSS = 1.62666e-09, Par. = -0.00273523  0.000907249   -50.0776    70.6469
## It.    8, RSS = 1.62481e-09, Par. = -0.00272826  0.000914087   -50.3243    70.4318
## It.    9, RSS = 1.62386e-09, Par. = -0.00271022  0.000926381   -50.8773    70.0385
## It.   10, RSS = 1.62305e-09, Par. = -0.00267534  0.000950101   -51.9505    69.2547
## It.   11, RSS = 1.6209e-09, Par. = -0.00264485  0.000972687   -52.9415    68.4507
## It.   12, RSS = 1.61933e-09, Par. = -0.00261271  0.000997335   -54.0004    67.5283
## It.   13, RSS = 1.61742e-09, Par. = -0.00258368  0.00102075   -54.9796    66.6009
## It.   14, RSS = 1.61577e-09, Par. = -0.00255688  0.00104306   -55.8904    65.6747
## It.   15, RSS = 1.61458e-09, Par. = -0.00254413  0.00105437   -56.3368    65.1807
## It.   16, RSS = 1.61365e-09, Par. = -0.00251804  0.00107634   -57.2097    64.2149
## It.   17, RSS = 1.61229e-09, Par. = -0.00249422  0.0010974   -58.0211    63.2449
## It.   18, RSS = 1.61126e-09, Par. = -0.00247963  0.00111079    -58.521    62.6039
## It.   19, RSS = 1.61046e-09, Par. = -0.00245043  0.00113675    -59.489    61.3418
## It.   20, RSS = 1.60895e-09, Par. = -0.00242382  0.0011615   -60.3751    60.0792
## It.   21, RSS = 1.60789e-09, Par. = -0.00241086  0.0011741    -60.806    59.4093
## It.   22, RSS = 1.60706e-09, Par. = -0.00238429  0.00119855   -61.6481    58.0942
## It.   23, RSS = 1.60584e-09, Par. = -0.00235959  0.00122197   -62.4211    56.7827
## It.   24, RSS = 1.60492e-09, Par. = -0.0023442  0.00123681   -62.8907    55.9221
## It.   25, RSS = 1.60419e-09, Par. = -0.00231327  0.00126558   -63.7967    54.2247
## It.   26, RSS = 1.60281e-09, Par. = -0.00228445  0.00129299   -64.6109    52.5365
## It.   27, RSS = 1.60186e-09, Par. = -0.00227002  0.00130697   -64.9998     51.642
## It.   28, RSS = 1.60109e-09, Par. = -0.00224044  0.00133409   -65.7582    49.8793
## It.   29, RSS = 1.59995e-09, Par. = -0.00221235  0.00136006   -66.4375    48.1271
## It.   30, RSS = 1.59909e-09, Par. = -0.00219436  0.00137664    -66.843    46.9694
## It.   31, RSS = 1.5984e-09, Par. = -0.00215804  0.00140876   -67.6176      44.68
## It.   32, RSS = 1.59707e-09, Par. = -0.00212336  0.00143932   -68.2829     42.407
## It.   33, RSS = 1.59615e-09, Par. = -0.00210541  0.00145506   -68.5865    41.1919
## It.   34, RSS = 1.59539e-09, Par. = -0.00206859  0.00148554    -69.173    38.7873
## It.   35, RSS = 1.59423e-09, Par. = -0.00203288  0.00151468   -69.6597    36.3968
## It.   36, RSS = 1.59335e-09, Par. = -0.00200854  0.00153404   -69.9359    34.7498
## It.   37, RSS = 1.59262e-09, Par. = -0.0019592  0.00157143   -70.4385    31.4797
## It.   38, RSS = 1.59109e-09, Par. = -0.00191092  0.0016069   -70.7832    28.2266
## It.   39, RSS = 1.59007e-09, Par. = -0.00188334  0.00162645   -70.8971     26.355
## It.   40, RSS = 1.58915e-09, Par. = -0.00182661  0.00166409   -71.0855    22.6254
## It.   41, RSS = 1.58757e-09, Par. = -0.00177019  0.00169989   -71.0919    18.9005
## It.   42, RSS = 1.58625e-09, Par. = -0.00171838  0.00173072   -70.9542    15.5278
## It.   43, RSS = 1.58511e-09, Par. = -0.00161204  0.00178936    -70.467    8.76777
## It.   44, RSS = 1.58135e-09, Par. = -0.00150302  0.00184385    -69.393    1.96074
## It.   45, RSS = 1.57695e-09, Par. = -0.0012695  0.00194404   -66.2477   -11.8731
## It.   46, RSS = 1.57655e-09, Par. = -0.00122823  0.00196376   -64.7501    -14.167
## It.   47, RSS = 1.57362e-09, Par. = -0.00120228  0.00197183   -64.1452   -15.4729
## It.   48, RSS = 1.57232e-09, Par. = -0.00114911  0.0019873   -62.9072   -18.1682
## It.   49, RSS = 1.57113e-09, Par. = -0.00111405  0.00199718   -62.0046   -19.8808
## It.   50, RSS = 1.57008e-09, Par. = -0.00104094  0.00201642   -60.1017   -23.3861
## It.   51, RSS = 1.56845e-09, Par. = -0.000971504  0.00203378   -58.0861    -26.517
## It.   52, RSS = 1.56739e-09, Par. = -0.000896101  0.00205124   -55.7478   -29.7142
## It.   53, RSS = 1.56217e-09, Par. = -0.000862441  0.00205899   -54.5776   -30.9882
## It.   54, RSS = 1.56072e-09, Par. = -0.000835315  0.00206463   -53.6487   -32.0097
## It.   55, RSS = 1.56003e-09, Par. = -0.000778935  0.0020758   -51.6975   -34.0899
## It.   56, RSS = 1.55764e-09, Par. = -0.000725804  0.00208627   -49.7229   -35.8547
## It.   57, RSS = 1.55616e-09, Par. = -0.000668188  0.00209718    -47.488   -37.5961
## It.   58, RSS = 1.54999e-09, Par. = -0.000642659  0.00210225   -46.4147   -38.2196
## It.   59, RSS = 1.54825e-09, Par. = -0.000620153  0.00210632   -45.4805   -38.7802
## It.   60, RSS = 1.54775e-09, Par. = -0.000573358  0.00211451   -43.5207   -39.8999
## It.   61, RSS = 1.54286e-09, Par. = -0.000551639  0.00211865   -42.5394   -40.2756
## It.   62, RSS = 1.54281e-09, Par. = -0.000505967  0.00212654   -40.5082   -41.1112
## It.   63, RSS = 1.53655e-09, Par. = -0.000484914  0.00213057   -39.5008   -41.3336
## It.   64, RSS = 1.5343e-09, Par. = -0.00046479  0.00213412   -38.5461   -41.5585
## It.   65, RSS = 1.53426e-09, Par. = -0.000422922  0.00214134   -36.5419   -41.9676
## It.   66, RSS = 1.52687e-09, Par. = -0.000403758  0.00214504   -35.5596    -41.981
## It.   67, RSS = 1.52419e-09, Par. = -0.000384882  0.0021484   -34.5998    -42.011
## It.   68, RSS = 1.52138e-09, Par. = -0.000365953  0.00215177   -33.6241   -41.9964
## It.   69, RSS = 1.51847e-09, Par. = -0.000348068  0.00215497   -32.6865   -41.9325
## It.   70, RSS = 1.51837e-09, Par. = -0.000310954  0.00216153   -30.7211   -41.7296
## It.   71, RSS = 1.50862e-09, Par. = -0.000294221  0.00216485   -29.7784   -41.4466
## It.   72, RSS = 1.50802e-09, Par. = -0.000259849  0.00217122   -27.8692   -40.9489
## It.   73, RSS = 1.49724e-09, Par. = -0.000244666  0.00217448    -26.977   -40.5408
## It.   74, RSS = 1.49562e-09, Par. = -0.000213463  0.00218074   -25.1668   -39.7892
## It.   75, RSS = 1.48435e-09, Par. = -0.000199721  0.00218387   -24.3255   -39.2707
## It.   76, RSS = 1.48145e-09, Par. = -0.000171422  0.00218986   -22.6165   -38.2954
## It.   77, RSS = 1.47033e-09, Par. = -0.000146087  0.00219556   -21.0262   -37.1472
## It.   78, RSS = 1.46042e-09, Par. = -0.000120209  0.00220139   -19.3711   -35.7966
## It.   79, RSS = 1.44572e-09, Par. = -9.79949e-05  0.00220646   -17.9109   -34.4186
## It.   80, RSS = 1.43335e-09, Par. = -7.52239e-05  0.00221157   -16.3897   -32.8448
## It.   81, RSS = 1.41622e-09, Par. = -5.56763e-05  0.00221592   -15.0506    -31.283
## It.   82, RSS = 1.40456e-09, Par. = -4.86837e-05  0.00221752   -14.5577   -30.6179
## It.   83, RSS = 1.39368e-09, Par. = -3.42725e-05  0.00222051    -13.559   -29.3611
## It.   84, RSS = 1.3805e-09, Par. = -2.22436e-05  0.00222302   -12.7041   -28.1725
## It.   85, RSS = 1.3748e-09, Par. =  1.23551e-06  0.00222769   -11.0326   -25.7771
## It.   86, RSS = 1.33824e-09, Par. =  1.14018e-05  0.00222978   -10.2641   -24.4184
## It.   87, RSS = 1.32627e-09, Par. =  3.12489e-05  0.00223336    -8.8105   -21.9832
## It.   88, RSS = 1.29323e-09, Par. =  4.866e-05  0.00223642   -7.47425   -19.4036
## It.   89, RSS = 1.26911e-09, Par. =  6.59351e-05  0.0022392   -6.14177   -16.6251
## It.   90, RSS = 1.26069e-09, Par. =  8.13972e-05  0.00226325   -4.91827   -13.8713
## It.   91, RSS = 1.23114e-09, Par. =  8.0131e-05  0.0022949   -5.02887   -14.1005
## It.   92, RSS = 1.23109e-09, Par. =  7.99008e-05  0.00235919   -5.04925   -14.3043
## It.   93, RSS = 1.23109e-09, Par. =  7.97775e-05  0.00248016   -5.06747    -14.633
## It.   94, RSS = 1.23096e-09, Par. =  7.97239e-05  0.00254447   -5.07541   -14.7903
## It.   95, RSS = 1.23095e-09, Par. =  7.96293e-05  0.00266616   -5.09024   -15.0921
## It.    0, RSS = 3.61653e-08, Par. =     0.0001     0.0002         -2         10
## It.    1, RSS = 1.44948e-08, Par. = -0.00201316  0.000212962   -18.8104     76.312
## It.    2, RSS = 1.20099e-08, Par. = -0.00154899  0.000472189   -54.9936    99.0426
## It.    3, RSS = 5.36882e-09, Par. = -0.00235362  0.000611956   -47.8051    82.4741
## It.    4, RSS = 1.86647e-09, Par. = -0.00301736  0.000765612   -42.5882    73.3139
## It.    5, RSS = 1.81041e-09, Par. = -0.00291181  0.000788938   -44.1767    73.0661
## It.    6, RSS = 1.79426e-09, Par. = -0.00284678  0.000817313   -45.6474    72.3626
## It.    7, RSS = 1.78766e-09, Par. = -0.00279308  0.000844311   -46.9633    71.6088
## It.    8, RSS = 1.78498e-09, Par. = -0.00273829  0.000873684   -48.3598    70.7155
## It.    9, RSS = 1.7802e-09, Par. = -0.0026914  0.000901238   -49.6289    69.7923
## It.   10, RSS = 1.7777e-09, Par. = -0.00264334  0.000930988   -50.9654    68.7231
## It.   11, RSS = 1.77381e-09, Par. = -0.00260147  0.000958951   -52.1804    67.6373
## It.   12, RSS = 1.77152e-09, Par. = -0.00255834  0.00098897   -53.4501    66.4006
## It.   13, RSS = 1.76829e-09, Par. = -0.00252009  0.00101724   -54.6044    65.1579
## It.   14, RSS = 1.76619e-09, Par. = -0.00248048  0.00104743   -55.8009    63.7611
## It.   15, RSS = 1.76347e-09, Par. = -0.00244476  0.00107592   -56.8882    62.3671
## It.   16, RSS = 1.76154e-09, Par. = -0.00240759  0.00110616   -58.0053    60.8175
## It.   17, RSS = 1.7592e-09, Par. = -0.00237354  0.00113478    -59.019    59.2773
## It.   18, RSS = 1.75742e-09, Par. = -0.00233797  0.00116497   -60.0503    57.5818
## It.   19, RSS = 1.75538e-09, Par. = -0.00230488  0.00119361   -60.9839    55.9006
## It.   20, RSS = 1.75362e-09, Par. = -0.00227358  0.00122085   -61.8338    54.2367
## It.   21, RSS = 1.75236e-09, Par. = -0.00225847  0.00123446   -62.2326     53.373
## It.   22, RSS = 1.75135e-09, Par. = -0.00222742  0.00126084   -63.0114    51.6735
## It.   23, RSS = 1.74988e-09, Par. = -0.00219825  0.00128616   -63.7145    49.9827
## It.   24, RSS = 1.74877e-09, Par. = -0.0021792  0.00130283   -64.1499     48.833
## It.   25, RSS = 1.74789e-09, Par. = -0.00214086  0.0013351    -64.982    46.5607
## It.   26, RSS = 1.74612e-09, Par. = -0.00210477  0.00136585   -65.7035    44.3042
## It.   27, RSS = 1.74491e-09, Par. = -0.00208675  0.00138137   -66.0293    43.1245
## It.   28, RSS = 1.74393e-09, Par. = -0.0020497  0.0014114   -66.6612    40.7932
## It.   29, RSS = 1.74246e-09, Par. = -0.00201414  0.00144018    -67.198    38.4766
## It.   30, RSS = 1.74134e-09, Par. = -0.00198952  0.00145984   -67.5199    36.8419
## It.   31, RSS = 1.74044e-09, Par. = -0.00193975  0.00149778   -68.1118    33.5998
## It.   32, RSS = 1.73846e-09, Par. = -0.00189171  0.00153385   -68.5479    30.3796
## It.   33, RSS = 1.73716e-09, Par. = -0.00186548  0.00155317   -68.7104    28.5886
## It.   34, RSS = 1.73601e-09, Par. = -0.00181144  0.00159036   -69.0018     25.026
## It.   35, RSS = 1.73413e-09, Par. = -0.00175832  0.00162589   -69.1292    21.4767
## It.   36, RSS = 1.73257e-09, Par. = -0.00171145  0.00165572   -69.1165    18.3655
## It.   37, RSS = 1.73131e-09, Par. = -0.00161585  0.0017127   -68.9193    12.1501
## It.   38, RSS = 1.7271e-09, Par. = -0.00151985  0.00176619   -68.2488    5.93221
## It.   39, RSS = 1.72315e-09, Par. = -0.00131785  0.00186552   -66.1403   -6.59741
## It.   40, RSS = 1.72049e-09, Par. = -0.00130385  0.00187738    -65.433   -7.59812
## It.   41, RSS = 1.71899e-09, Par. = -0.00126085  0.00189406   -64.6248    -10.016
## It.   42, RSS = 1.71691e-09, Par. = -0.0011716  0.00192657   -62.8576   -14.9306
## It.   43, RSS = 1.71537e-09, Par. = -0.00108648  0.00195573   -60.8414   -19.3922
## It.   44, RSS = 1.71434e-09, Par. = -0.000994003  0.0019846   -58.4068   -23.9565
## It.   45, RSS = 1.70771e-09, Par. = -0.000952845  0.00199719   -57.1293      -25.8
## It.   46, RSS = 1.70583e-09, Par. = -0.000922131  0.00200558   -56.1917   -27.1498
## It.   47, RSS = 1.70477e-09, Par. = -0.000858178  0.00202206   -54.2162   -29.9107
## It.   48, RSS = 1.70214e-09, Par. = -0.000798047  0.00203728   -52.1835   -32.2924
## It.   49, RSS = 1.70046e-09, Par. = -0.00073282  0.00205296   -49.8564   -34.6739
## It.   50, RSS = 1.69322e-09, Par. = -0.000704051  0.00206008   -48.7242   -35.5598
## It.   51, RSS = 1.69116e-09, Par. = -0.000678923  0.00206573   -47.7497   -36.3393
## It.   52, RSS = 1.69053e-09, Par. = -0.000626575  0.00207702   -45.6977   -37.9095
## It.   53, RSS = 1.68487e-09, Par. = -0.000602414  0.00208262    -44.662    -38.477
## It.   54, RSS = 1.68249e-09, Par. = -0.000576893  0.00208805   -43.5805   -39.0854
## It.   55, RSS = 1.68016e-09, Par. = -0.000555033  0.00209267   -42.6317    -39.557
## It.   56, RSS = 1.67927e-09, Par. = -0.000509546  0.00210202    -40.637    -40.483
## It.   57, RSS = 1.67272e-09, Par. = -0.000488645  0.00210671   -39.6474   -40.7462
## It.   58, RSS = 1.67223e-09, Par. = -0.000444498  0.0021157   -37.5903   -41.3561
## It.   59, RSS = 1.66393e-09, Par. = -0.000424361  0.00212021   -36.5806   -41.4527
## It.   60, RSS = 1.66064e-09, Par. = -0.000403091  0.00212459   -35.5242   -41.5739
## It.   61, RSS = 1.65733e-09, Par. = -0.000384453  0.00212844   -34.5811   -41.6258
## It.   62, RSS = 1.65624e-09, Par. = -0.000345653  0.00213627   -32.5999   -41.6717
## It.   63, RSS = 1.64648e-09, Par. = -0.000328106  0.00214019   -31.6427   -41.5027
## It.   64, RSS = 1.64552e-09, Par. = -0.000290873  0.00214773   -29.6404   -41.2218
## It.   65, RSS = 1.63353e-09, Par. = -0.000274177  0.00215147   -28.6841   -40.8896
## It.   66, RSS = 1.63257e-09, Par. = -0.000238612  0.00215867   -26.6766   -40.2736
## It.   67, RSS = 1.61794e-09, Par. = -0.000222897  0.00216221   -25.7333    -39.778
## It.   68, RSS = 1.61562e-09, Par. = -0.000190356  0.00216898   -23.8103   -38.8593
## It.   69, RSS = 1.59972e-09, Par. = -0.000176266  0.00217232   -22.9282    -38.241
## It.   70, RSS = 1.59528e-09, Par. = -0.000147014  0.0021787   -21.1253   -37.0726
## It.   71, RSS = 1.57893e-09, Par. = -0.000121211  0.00218468   -19.4675   -35.7194
## It.   72, RSS = 1.56443e-09, Par. = -9.46212e-05  0.00219079   -17.7275   -34.1234
## It.   73, RSS = 1.54217e-09, Par. = -7.22655e-05  0.00219596   -16.2208   -32.5228
## It.   74, RSS = 1.52787e-09, Par. = -6.55614e-05  0.00219759   -15.7527   -31.9231
## It.   75, RSS = 1.51557e-09, Par. = -5.14693e-05  0.00220064   -14.7904   -30.8145
## It.   76, RSS = 1.5124e-09, Par. = -2.35934e-05  0.0022066   -12.8588   -28.4174
## It.   77, RSS = 1.46543e-09, Par. = -1.20846e-05  0.00220922   -12.0042   -27.0543
## It.   78, RSS = 1.45345e-09, Par. =  1.20543e-05  0.00221395   -10.2757   -24.4827
## It.   79, RSS = 1.40495e-09, Par. =  3.28822e-05  0.00221796   -8.70218   -21.7093
## It.   80, RSS = 1.35892e-09, Par. =  5.32163e-05  0.00222144   -7.15727   -18.7355
## It.   81, RSS = 1.30013e-09, Par. =  7.01105e-05  0.00222407    -5.8352   -15.8802
## It.   82, RSS = 1.2594e-09, Par. =  7.58153e-05  0.00222491   -5.38333   -14.7505
## It.   83, RSS = 1.24825e-09, Par. =  8.72567e-05  0.00222661    -4.4869   -12.6727
## It.   84, RSS = 1.23868e-09, Par. =  8.86369e-05  0.00227529   -4.36633   -12.4079
## It.   85, RSS = 1.23864e-09, Par. =  8.86232e-05  0.00237351   -4.37481   -12.6348
## It.   86, RSS = 1.23859e-09, Par. =  8.85616e-05  0.00246245   -4.38435   -12.8354
## It.   87, RSS = 1.23856e-09, Par. =  8.84965e-05  0.00256068   -4.39439   -13.0503
## It.   88, RSS = 1.23853e-09, Par. =  8.84407e-05  0.00265065    -4.4029    -13.238
## It.   89, RSS = 1.2385e-09, Par. =  8.83844e-05  0.00274888   -4.41158   -13.4363
## It.   90, RSS = 1.23847e-09, Par. =  8.83358e-05  0.00283947   -4.41903   -13.6114
## It.   91, RSS = 1.23845e-09, Par. =  8.82869e-05  0.00293771   -4.42659   -13.7955
## It.   92, RSS = 1.23842e-09, Par. =  8.82442e-05  0.00302882   -4.43316   -13.9594
## It.   93, RSS = 1.2384e-09, Par. =  8.82013e-05  0.00312707   -4.43982    -14.131
## It.   94, RSS = 1.23838e-09, Par. =  8.81634e-05  0.00321867   -4.44564   -14.2852
## It.   95, RSS = 1.23836e-09, Par. =  8.81255e-05  0.00331691   -4.45154   -14.4459
## It.   96, RSS = 1.23834e-09, Par. =  8.80918e-05  0.00340895   -4.45675   -14.5912
## It.   97, RSS = 1.23833e-09, Par. =  8.8058e-05  0.00350719   -4.46201   -14.7422
## It.    0, RSS = 3.4008e-08, Par. =     0.0001     0.0002         -2         10
## It.    1, RSS = 1.31487e-08, Par. = -0.00186681  0.000211692   -17.7379    71.4666
## It.    2, RSS = 6.92194e-09, Par. = -0.00189068  0.000207839   -18.9385    69.8575
## It.    3, RSS =  5.902e-09, Par. = -0.00194459  0.000230368   -19.8042     66.588
## It.    4, RSS = 5.09735e-09, Par. = -0.00206068  0.000278241   -20.4312    59.9207
## It.    5, RSS = 2.86684e-09, Par. = -0.00221038  0.000328122   -20.3668    55.6808
## It.    6, RSS = 2.03572e-09, Par. = -0.00234707  0.000364995   -20.2567    53.2482
## It.    7, RSS = 1.74531e-09, Par. = -0.00228055  0.000436153   -22.5539    52.0242
## It.    8, RSS = 1.71502e-09, Par. = -0.00225813  0.000450382   -23.0051    51.7867
## It.    9, RSS = 1.71235e-09, Par. = -0.00223127  0.000456287   -23.3189    51.7273
## It.   10, RSS = 1.70884e-09, Par. = -0.0021732  0.000466768   -23.9429    51.6298
## It.   11, RSS = 1.70393e-09, Par. = -0.00212265  0.000476826   -24.5326    51.4898
## It.   12, RSS = 1.70016e-09, Par. = -0.00209133  0.000483689   -24.9252    51.3704
## It.   13, RSS = 1.69745e-09, Par. = -0.00203093  0.000496835   -25.6782    51.1361
## It.   14, RSS = 1.69184e-09, Par. = -0.00198024  0.000509418    -26.378    50.8505
## It.   15, RSS = 1.68799e-09, Par. = -0.00195751  0.000515862   -26.7233    50.6768
## It.   16, RSS = 1.68517e-09, Par. = -0.00191161  0.000528185   -27.3901    50.3518
## It.   17, RSS = 1.68106e-09, Par. = -0.00187193  0.000540023   -28.0137    49.9934
## It.   18, RSS = 1.67798e-09, Par. = -0.00184783  0.00054788   -28.4158    49.7315
## It.   19, RSS = 1.67571e-09, Par. = -0.00180085  0.000562952   -29.1874    49.2194
## It.   20, RSS = 1.67121e-09, Par. = -0.00176091  0.000577358   -29.8988    48.6699
## It.   21, RSS = 1.66811e-09, Par. = -0.0017422  0.00058492   -30.2568    48.3549
## It.   22, RSS = 1.66581e-09, Par. = -0.00170435  0.000599412   -30.9491    47.7498
## It.   23, RSS = 1.66234e-09, Par. = -0.00167133  0.000613313   -31.5902     47.121
## It.   24, RSS = 1.65978e-09, Par. = -0.00165144  0.000622357   -31.9924     46.687
## It.   25, RSS = 1.65786e-09, Par. = -0.00161231  0.00063972   -32.7641    45.8378
## It.   26, RSS = 1.65414e-09, Par. = -0.00157848  0.000656299   -33.4676    44.9666
## It.   27, RSS = 1.65159e-09, Par. = -0.00156196  0.000665181   -33.8255     44.473
## It.   28, RSS = 1.64965e-09, Par. = -0.00152845  0.000682222   -34.5174    43.5141
## It.   29, RSS = 1.64666e-09, Par. = -0.0014988  0.000698549   -35.1488    42.5437
## It.   30, RSS = 1.64448e-09, Par. = -0.00148086  0.000709051   -35.5354    41.8927
## It.   31, RSS = 1.64281e-09, Par. = -0.00144523  0.000729221   -36.2753    40.6165
## It.   32, RSS = 1.63961e-09, Par. = -0.00141378  0.000748468   -36.9364    39.3347
## It.   33, RSS = 1.63743e-09, Par. = -0.00139769  0.000758997   -37.2731    38.6049
## It.   34, RSS = 1.63573e-09, Par. =  -0.001365  0.000779197   -37.9214    37.1778
## It.   35, RSS = 1.63304e-09, Par. = -0.00133549  0.000798538   -38.4965    35.7534
## It.   36, RSS = 1.63108e-09, Par. = -0.00131716  0.000811033   -38.8401     34.802
## It.   37, RSS = 1.62955e-09, Par. = -0.00128051  0.000835013   -39.4907    32.9323
## It.   38, RSS = 1.62657e-09, Par. = -0.00124731  0.000857891   -40.0439     31.075
## It.   39, RSS = 1.62456e-09, Par. = -0.00122914  0.000870902   -40.3205    29.9849
## It.   40, RSS = 1.62293e-09, Par. = -0.00119214  0.000895818   -40.8439    27.8412
## It.   41, RSS = 1.62019e-09, Par. = -0.00115793  0.000919663   -41.2663    25.7171
## It.   42, RSS = 1.61819e-09, Par. = -0.00113477  0.000935986   -41.5056    24.2195
## It.   43, RSS = 1.61659e-09, Par. = -0.00108819  0.000967201   -41.9293    21.2653
## It.   44, RSS = 1.61306e-09, Par. = -0.00104478  0.000996957   -42.1946     18.348
## It.   45, RSS = 1.61067e-09, Par. = -0.00101486  0.00101735   -42.2867    16.2873
## It.   46, RSS = 1.60853e-09, Par. = -0.000954042  0.0010561   -42.3858    12.2103
## It.   47, RSS = 1.60382e-09, Par. = -0.000896177  0.00109304   -42.2186    8.19573
## It.   48, RSS = 1.60047e-09, Par. = -0.000779338  0.00116206   -41.4862   0.298354
## It.   49, RSS = 1.5956e-09, Par. = -0.000725641  0.00119608   -40.5141   -3.45294
## It.   50, RSS = 1.58982e-09, Par. = -0.000664057  0.00122754   -39.4101   -7.28666
## It.   51, RSS = 1.58695e-09, Par. = -0.00063712  0.0012414   -38.7745    -8.8956
## It.   52, RSS = 1.58398e-09, Par. = -0.000579369  0.00126739   -37.4687   -12.2303
## It.   53, RSS = 1.58105e-09, Par. = -0.000525457  0.00129127   -35.9982   -15.1467
## It.   54, RSS = 1.57842e-09, Par. = -0.000467685  0.00131529   -34.2416   -18.0222
## It.   55, RSS = 1.57323e-09, Par. = -0.000416503  0.00133571    -32.477   -20.2834
## It.   56, RSS = 1.56861e-09, Par. = -0.000366581  0.00135447   -30.6058   -22.2195
## It.   57, RSS = 1.56389e-09, Par. = -0.000318299  0.00137182   -28.6347   -23.7876
## It.   58, RSS = 1.55858e-09, Par. = -0.000271749  0.00138787   -26.5797   -24.9657
## It.   59, RSS = 1.55252e-09, Par. = -0.000227036  0.00140269    -24.457   -25.7337
## It.   60, RSS = 1.54547e-09, Par. = -0.000184259  0.00141635   -22.2837   -26.0735
## It.   61, RSS = 1.53711e-09, Par. = -0.000143514  0.00142887   -20.0777   -25.9702
## It.   62, RSS = 1.52702e-09, Par. = -0.000104892  0.00144026   -17.8579   -25.4129
## It.   63, RSS = 1.51468e-09, Par. = -6.8474e-05  0.00145052    -15.644   -24.3958
## It.   64, RSS = 1.49956e-09, Par. = -3.43357e-05  0.00145963   -13.4561   -22.9188
## It.   65, RSS = 1.48131e-09, Par. = -2.5419e-06  0.00146755   -11.3147   -20.9877
## It.   66, RSS = 1.4706e-09, Par. =  2.79887e-05  0.0014747   -9.16048   -18.5328
## It.   67, RSS = 1.37957e-09, Par. =  3.98858e-05  0.00147755   -8.26593   -17.1239
## It.   68, RSS = 1.36938e-09, Par. =  4.61012e-05  0.0014788   -7.81846   -16.4632
## It.   69, RSS = 1.35956e-09, Par. =  5.8011e-05  0.00148116   -6.93654   -15.1564
## It.   70, RSS = 1.35165e-09, Par. =  6.14827e-05  0.00148189    -6.6625    -14.658
## It.   71, RSS = 1.34682e-09, Par. =  6.87781e-05  0.00148326   -6.11005   -13.7477
## It.   72, RSS = 1.34621e-09, Par. =  7.46728e-05  0.00152941   -5.66312   -13.1674
## It.   73, RSS = 1.34418e-09, Par. =  7.44785e-05  0.00150686   -5.67032   -13.0467
## It.   74, RSS = 1.34418e-09, Par. =  7.45083e-05  0.00149751    -5.6657   -12.9957
## It.   75, RSS = 1.34418e-09, Par. =  7.45674e-05  0.00147881   -5.65684    -12.896
## It.   76, RSS = 1.34418e-09, Par. =  7.46315e-05  0.00146012   -5.64746   -12.7939
## It.   77, RSS = 1.34418e-09, Par. =  7.46685e-05  0.00145061   -5.64227   -12.7405
## It.   78, RSS = 1.34418e-09, Par. =  7.47328e-05  0.0014316   -5.63268   -12.6354
## It.   79, RSS = 1.34417e-09, Par. =  7.48025e-05  0.00141259   -5.62251   -12.5279
## It.   80, RSS = 1.34417e-09, Par. =  7.48397e-05  0.00140388   -5.61735   -12.4769
## It.   81, RSS = 1.34417e-09, Par. =  7.49028e-05  0.00138647   -5.60797   -12.3771
## It.   82, RSS = 1.34417e-09, Par. =  7.49439e-05  0.00137678   -5.60218   -12.3197
## It.   83, RSS = 1.34417e-09, Par. =  7.50169e-05  0.00135744   -5.59135   -12.2064
## It.   84, RSS = 1.34417e-09, Par. =  7.50964e-05  0.00133807   -5.57982   -12.0902
## It.   85, RSS = 1.34417e-09, Par. =  7.51785e-05  0.00131871   -5.56794   -11.9721
## It.   86, RSS = 1.34417e-09, Par. =  7.52632e-05  0.00129935   -5.55571    -11.852
## It.   87, RSS = 1.34416e-09, Par. =  7.53506e-05  0.00127999   -5.54312     -11.73
## It.   88, RSS = 1.34416e-09, Par. =  7.54408e-05  0.00126064   -5.53015    -11.606
## It.   89, RSS = 1.34416e-09, Par. =  7.55339e-05  0.00124129   -5.51677   -11.4799
## It.   90, RSS = 1.34416e-09, Par. =  7.56302e-05  0.00122194   -5.50298   -11.3517
## It.   91, RSS = 1.34416e-09, Par. =  7.57297e-05  0.00120259   -5.48875   -11.2212
## It.   92, RSS = 1.34416e-09, Par. =  7.58326e-05  0.00118325   -5.47406   -11.0884
## It.   93, RSS = 1.34415e-09, Par. =  7.59391e-05  0.00116391    -5.4589   -10.9533
## It.   94, RSS = 1.34415e-09, Par. =  7.60493e-05  0.00114458   -5.44323   -10.8157
## It.   95, RSS = 1.34415e-09, Par. =  7.61634e-05  0.00112528   -5.42705   -10.6759
## It.    0, RSS = 3.21759e-08, Par. =     0.0001     0.0002         -2         10
## It.    1, RSS = 1.19477e-08, Par. = -0.00186566  0.000212435   -17.9643    72.0057
## It.    2, RSS = 6.37825e-09, Par. = -0.00188977  0.000209296   -19.1372    70.4041
## It.    3, RSS = 5.42413e-09, Par. = -0.00194247  0.000231306   -19.9794    67.2416
## It.    4, RSS = 4.63686e-09, Par. = -0.00205614  0.000277804   -20.6335    60.7605
## It.    5, RSS = 2.61053e-09, Par. = -0.00219997  0.000326347   -20.5949    56.5124
## It.    6, RSS = 1.82713e-09, Par. = -0.00232836  0.00036167   -20.5019    54.1266
## It.    7, RSS = 1.56417e-09, Par. = -0.00228038  0.000430937   -22.6939     52.776
## It.    8, RSS = 1.5108e-09, Par. = -0.00225631  0.000444565    -23.131    52.5747
## It.    9, RSS = 1.50714e-09, Par. = -0.00222201  0.000451701   -23.5293    52.5158
## It.   10, RSS = 1.50365e-09, Par. = -0.00214988  0.000464465   -24.3137    52.4064
## It.   11, RSS = 1.49636e-09, Par. = -0.00208857  0.000476675   -25.0464    52.2205
## It.   12, RSS = 1.49089e-09, Par. = -0.00202526  0.000490365     -25.85     51.966
## It.   13, RSS = 1.48424e-09, Par. = -0.00197124  0.000503399   -26.5949     51.667
## It.   14, RSS = 1.47907e-09, Par. =  -0.001917  0.00051748   -27.3828    51.2989
## It.   15, RSS = 1.47335e-09, Par. = -0.00187006  0.000530892   -28.1131    50.8963
## It.   16, RSS = 1.46931e-09, Par. = -0.00184779  0.000538084   -28.4905     50.651
## It.   17, RSS = 1.46627e-09, Par. = -0.00180295  0.000551844   -29.2191    50.1838
## It.   18, RSS = 1.46165e-09, Par. = -0.00176433  0.000565044   -29.8961     49.682
## It.   19, RSS = 1.45826e-09, Par. = -0.00174167  0.000573534   -30.3167     49.332
## It.   20, RSS = 1.45571e-09, Par. = -0.00169713  0.000589815   -31.1244    48.6487
## It.   21, RSS = 1.45089e-09, Par. = -0.00165914  0.000605373    -31.865     47.931
## It.   22, RSS = 1.44758e-09, Par. = -0.00164047  0.000613871   -32.2511    47.5099
## It.   23, RSS = 1.44506e-09, Par. = -0.00160275  0.000630156   -32.9966    46.6948
## It.   24, RSS = 1.44114e-09, Par. = -0.00156987  0.000645754   -33.6806    45.8576
## It.   25, RSS = 1.43829e-09, Par. = -0.00155051  0.000655674   -34.0965    45.2968
## It.   26, RSS = 1.43612e-09, Par. = -0.0015121  0.000674707   -34.8941    44.1992
## It.   27, RSS = 1.43205e-09, Par. = -0.0014787  0.000692875   -35.6139    43.0842
## It.   28, RSS = 1.42927e-09, Par. = -0.00146161  0.000702972   -35.9902    42.4344
## It.   29, RSS = 1.42711e-09, Par. = -0.00142695  0.00072233   -36.7152    41.1668
## It.   30, RSS = 1.42367e-09, Par. = -0.00139618  0.000740853   -37.3663    39.8922
## It.   31, RSS = 1.42119e-09, Par. = -0.0013777  0.000752621   -37.7538    39.0509
## It.   32, RSS = 1.41927e-09, Par. = -0.00134073  0.000775196   -38.4925    37.3999
## It.   33, RSS = 1.41563e-09, Par. = -0.00130779  0.000796735   -39.1373    35.7507
## It.   34, RSS = 1.41316e-09, Par. = -0.00128999  0.000809026   -39.4714    34.7757
## It.   35, RSS = 1.41119e-09, Par. = -0.00125377  0.000832569    -40.109    32.8626
## It.   36, RSS = 1.40791e-09, Par. = -0.00122085  0.000855087   -40.6509    30.9605
## It.   37, RSS = 1.40557e-09, Par. = -0.00119991  0.000869819   -40.9636    29.6765
## It.   38, RSS = 1.40369e-09, Par. = -0.00115777  0.000898024   -41.5433    27.1474
## It.   39, RSS = 1.39992e-09, Par. = -0.00111913  0.000924925   -41.9905     24.643
## It.   40, RSS = 1.39738e-09, Par. = -0.00109542  0.00094172   -42.2064    23.0322
## It.   41, RSS = 1.39523e-09, Par. = -0.00104716  0.000973754   -42.5865    19.8518
## It.   42, RSS = 1.3911e-09, Par. = -0.00100201  0.00100436    -42.794    16.7094
## It.   43, RSS = 1.38793e-09, Par. = -0.00096337  0.00103003     -42.85    13.9849
## It.   44, RSS = 1.38522e-09, Par. = -0.0008856  0.00107871   -42.7933    8.59481
## It.   45, RSS = 1.37726e-09, Par. = -0.000811666  0.00112493   -42.2851      3.311
## It.   46, RSS = 1.36849e-09, Par. = -0.000659346  0.00121067   -40.5688   -7.09153
## It.   47, RSS = 1.36497e-09, Par. = -0.000640525  0.00122919   -39.6771   -8.50364
## It.   48, RSS = 1.36101e-09, Par. = -0.000610904  0.00124328   -38.9941   -10.2659
## It.   49, RSS = 1.35772e-09, Par. = -0.000549709  0.00127072    -37.507   -13.8367
## It.   50, RSS = 1.35427e-09, Par. = -0.000493177  0.00129579   -35.8377   -16.8841
## It.   51, RSS = 1.34948e-09, Par. = -0.000437893  0.00131883   -34.0104   -19.5781
## It.   52, RSS = 1.34449e-09, Par. = -0.000384247  0.00134003   -32.0394   -21.8831
## It.   53, RSS = 1.33898e-09, Par. = -0.000332385  0.00135954   -29.9441    -23.769
## It.   54, RSS = 1.33277e-09, Par. = -0.000282447  0.00137748   -27.7441   -25.2083
## It.   55, RSS = 1.32562e-09, Par. = -0.000234558  0.00139395   -25.4594    -26.176
## It.   56, RSS = 1.31716e-09, Par. = -0.000188835  0.00140903    -23.111   -26.6499
## It.   57, RSS = 1.30688e-09, Par. = -0.000145389  0.00142278   -20.7208   -26.6113
## It.   58, RSS = 1.29409e-09, Par. = -0.000104324  0.0014352   -18.3118   -26.0466
## It.   59, RSS = 1.27785e-09, Par. = -6.57369e-05  0.00144629    -15.908   -24.9487
## It.   60, RSS = 1.25691e-09, Par. = -2.97117e-05  0.00145604   -13.5342   -23.3172
## It.   61, RSS = 1.22982e-09, Par. =  3.67557e-06  0.00146442   -11.2151   -21.1594
## It.   62, RSS = 1.18835e-09, Par. =  3.35909e-05  0.00147145   -9.03037   -18.5504
## It.   63, RSS = 1.13848e-09, Par. =  6.0101e-05  0.00147727   -7.00588   -15.5741
## It.   64, RSS = 1.07891e-09, Par. =  8.22183e-05  0.00148166   -5.24153   -12.4405
## It.   65, RSS = 1.00397e-09, Par. =  9.10108e-05  0.00154478   -4.53186   -11.1182
## It.   66, RSS = 9.94589e-10, Par. =  9.01081e-05  0.00168498   -4.64142   -11.7691
## It.   67, RSS = 9.9429e-10, Par. =  8.99977e-05  0.00171306   -4.65173   -11.8662
## It.   68, RSS = 9.94287e-10, Par. =  8.99651e-05  0.00173197   -4.65656   -11.9351
## It.   69, RSS = 9.94285e-10, Par. =  8.99116e-05  0.00176851   -4.66513   -12.0662
## It.   70, RSS = 9.9428e-10, Par. =  8.98613e-05  0.00180303   -4.67298   -12.1865
## It.   71, RSS = 9.94277e-10, Par. =  8.98089e-05  0.00184085   -4.68123   -12.3157
## It.   72, RSS = 9.94272e-10, Par. =  8.97609e-05  0.00187666   -4.68874   -12.4351
## It.   73, RSS = 9.94269e-10, Par. =  8.97125e-05  0.00191449   -4.69635   -12.5586
## It.   74, RSS = 9.94265e-10, Par. =  8.96682e-05  0.00195037   -4.70331   -12.6731
## It.   75, RSS = 9.94262e-10, Par. =  8.96275e-05  0.00198456    -4.7097   -12.7801
## It.   76, RSS = 9.94259e-10, Par. =  8.95845e-05  0.0020224    -4.7165   -12.8963
## It.   77, RSS = 9.94256e-10, Par. =  8.95448e-05  0.00205844   -4.72276   -13.0045
## It.   78, RSS = 9.94253e-10, Par. =  8.95082e-05  0.00209285   -4.72853   -13.1059
## It.   79, RSS = 9.94251e-10, Par. =  8.94875e-05  0.0021116   -4.73167   -13.1601
## It.   80, RSS = 9.94249e-10, Par. =  8.94522e-05  0.00214814    -4.7374   -13.2652
## It.   81, RSS = 9.94246e-10, Par. =  8.94182e-05  0.00218303   -4.74277   -13.3633
## It.   82, RSS = 9.94244e-10, Par. =  8.9399e-05  0.0022021   -4.74571   -13.4159
## It.   83, RSS = 9.94243e-10, Par. =  8.93661e-05  0.00223927   -4.75106   -13.5179
## It.   84, RSS = 9.94241e-10, Par. =  8.93343e-05  0.00227485   -4.75609   -13.6134
## It.   85, RSS = 9.94239e-10, Par. =  8.93164e-05  0.00229423   -4.75883   -13.6645
## It.   86, RSS = 9.94237e-10, Par. =  8.92856e-05  0.00233207   -4.76386   -13.7638
## It.   87, RSS = 9.94235e-10, Par. =  8.92558e-05  0.00236834   -4.76858   -13.8569
## It.   88, RSS = 9.94233e-10, Par. =  8.92391e-05  0.00238798   -4.77115   -13.9064
## It.   89, RSS = 9.94232e-10, Par. =  8.92103e-05  0.00242634   -4.77584   -14.0026
## It.   90, RSS = 9.9423e-10, Par. =  8.91825e-05  0.00246318   -4.78027   -14.0931
## It.   91, RSS = 9.94229e-10, Par. =  8.91668e-05  0.00248314   -4.78268   -14.1413
## It.   92, RSS = 9.94227e-10, Par. =  8.91399e-05  0.00252211   -4.78709   -14.2349
## It.   93, RSS = 9.94226e-10, Par. =  8.91137e-05  0.00255958   -4.79126   -14.3232
## It.   94, RSS = 9.94224e-10, Par. =  8.9099e-05  0.00257987   -4.79352   -14.3701
## It.   95, RSS = 9.94223e-10, Par. =  8.90736e-05  0.00261956   -4.79768   -14.4615
## It.    0, RSS = 3.04268e-08, Par. =     0.0001     0.0002         -2         10
## It.    1, RSS = 1.0379e-08, Par. = -0.0018277  0.000215716   -18.5525    71.9578
## It.    2, RSS = 6.43903e-09, Par. = -0.00185724  0.000216452   -19.6582    70.1104
## It.    3, RSS = 5.5006e-09, Par. = -0.00191386  0.000239451   -20.3683    66.8806
## It.    4, RSS = 4.81066e-09, Par. = -0.00203462  0.000287103   -20.9099    60.2651
## It.    5, RSS = 2.83024e-09, Par. = -0.00218844  0.000336694   -20.8368    56.1335
## It.    6, RSS = 2.73917e-09, Par. = -0.0021926  0.000439147   -23.8373    53.2478
## It.    7, RSS = 1.91469e-09, Par. = -0.00205781  0.000481521   -25.5634    52.7854
## It.    8, RSS = 1.86288e-09, Par. = -0.00204136  0.000489653   -25.9592    52.5412
## It.    9, RSS = 1.85816e-09, Par. = -0.00198593  0.000503382   -26.7388    52.2805
## It.   10, RSS = 1.85152e-09, Par. = -0.00193172  0.000517851   -27.5621    51.9455
## It.   11, RSS = 1.8445e-09, Par. = -0.00188505  0.00053161   -28.3245    51.5734
## It.   12, RSS = 1.83945e-09, Par. = -0.0018598  0.000539957   -28.7716    51.3153
## It.   13, RSS = 1.83563e-09, Par. = -0.0018099  0.000555896     -29.63    50.8179
## It.   14, RSS =  1.829e-09, Par. = -0.00176804  0.000571086   -30.4192    50.2739
## It.   15, RSS = 1.82438e-09, Par. = -0.00174587  0.000580098   -30.8685     49.918
## It.   16, RSS = 1.82089e-09, Par. = -0.00170169  0.000597317   -31.7318    49.2302
## It.   17, RSS = 1.81497e-09, Par. = -0.00166429  0.000613712   -32.5208    48.5053
## It.   18, RSS = 1.81083e-09, Par. = -0.00164374  0.000623661   -32.9786     48.032
## It.   19, RSS = 1.80769e-09, Par. = -0.00160279  0.000642681   -33.8572    47.1117
## It.   20, RSS = 1.80219e-09, Par. = -0.00156785  0.000660761   -34.6525    46.1633
## It.   21, RSS = 1.79838e-09, Par. = -0.00154881  0.000671548   -35.1028    45.5627
## It.   22, RSS = 1.79548e-09, Par. = -0.00151057  0.000692169   -35.9665    44.3928
## It.   23, RSS = 1.79047e-09, Par. = -0.00147752  0.000711762   -36.7406    43.2057
## It.   24, RSS = 1.78699e-09, Par. = -0.00145884  0.000723691   -37.1839    42.4465
## It.   25, RSS = 1.78432e-09, Par. = -0.00142127  0.000746494   -38.0314    40.9626
## It.   26, RSS = 1.77957e-09, Par. = -0.00138838  0.000768136    -38.778    39.4726
## It.   27, RSS = 1.7763e-09, Par. = -0.00136966  0.000781205   -39.1949    38.5334
## It.   28, RSS = 1.77376e-09, Par. = -0.00133184  0.000806177   -39.9889     36.694
## It.   29, RSS = 1.76925e-09, Par. = -0.00129814  0.000829874   -40.6707    34.8603
## It.   30, RSS = 1.76614e-09, Par. = -0.00127802  0.000844605   -41.0519    33.6761
## It.   31, RSS = 1.76369e-09, Par. = -0.0012373  0.000872726   -41.7691    31.3497
## It.   32, RSS = 1.75911e-09, Par. = -0.00120041  0.000899389   -42.3517    29.0422
## It.   33, RSS = 1.75598e-09, Par. = -0.00117742  0.00091635   -42.6636    27.5207
## It.   34, RSS = 1.75344e-09, Par. = -0.00113071  0.000948661   -43.2319    24.5224
## It.   35, RSS = 1.74845e-09, Par. = -0.00108755  0.000979286   -43.6258    21.5572
## It.   36, RSS = 1.74497e-09, Par. = -0.00105646  0.00100116   -43.8112    19.3607
## It.   37, RSS =  1.742e-09, Par. = -0.000993333  0.00104264   -44.0785    15.0145
## It.   38, RSS = 1.73497e-09, Par. = -0.0009337  0.00108184   -44.0378    10.7273
## It.   39, RSS = 1.73222e-09, Par. = -0.000812774  0.00115478    -43.505    2.26284
## It.   40, RSS = 1.72224e-09, Par. = -0.000695708  0.00122251   -41.8158    -5.9598
## It.   41, RSS = 1.7113e-09, Par. = -0.000666826  0.00124127   -40.9396   -7.83895
## It.   42, RSS = 1.70546e-09, Par. = -0.000596081  0.00127282   -39.3718   -12.0923
## It.   43, RSS = 1.70149e-09, Par. = -0.000530522  0.00130123   -37.5421   -15.7647
## It.   44, RSS = 1.69574e-09, Par. = -0.000466312  0.00132702   -35.4942   -19.0121
## It.   45, RSS = 1.68995e-09, Par. = -0.000404002  0.00135046   -33.2496   -21.7828
## It.   46, RSS = 1.6837e-09, Par. = -0.000343846  0.00137179   -30.8358   -24.0294
## It.   47, RSS = 1.67674e-09, Par. = -0.00028608  0.00139123   -28.2804   -25.7079
## It.   48, RSS = 1.6444e-09, Par. = -0.000259116  0.00140058   -26.9291   -26.1292
## It.   49, RSS = 1.63811e-09, Par. = -0.000246975  0.00140444    -26.318   -26.2913
## It.   50, RSS = 1.63112e-09, Par. = -0.000221417  0.00141183   -25.0529   -26.6828
## It.   51, RSS = 1.62474e-09, Par. = -0.000209406  0.0014155   -24.4156   -26.7548
## It.   52, RSS = 1.61669e-09, Par. = -0.00018407  0.0014226   -23.0899   -26.9419
## It.   53, RSS = 1.60935e-09, Par. = -0.000173732  0.00142571   -22.5076   -26.8969
## It.   54, RSS = 1.60031e-09, Par. = -0.000151844  0.00143166   -21.2998   -26.8663
## It.   55, RSS = 1.59174e-09, Par. = -0.000139894  0.00143505    -20.603   -26.7271
## It.   56, RSS = 1.58089e-09, Par. = -0.000114625  0.00144169   -19.1401    -26.449
## It.   57, RSS = 1.56367e-09, Par. = -9.18334e-05  0.0014478   -17.7465    -25.933
## It.   58, RSS = 1.5492e-09, Par. = -8.02359e-05  0.00145093   -17.0064   -25.5347
## It.   59, RSS = 1.53447e-09, Par. = -5.5449e-05   0.001457   -15.4417   -24.7351
## It.   60, RSS = 1.50741e-09, Par. = -3.35774e-05  0.00146243   -13.9801   -23.6796
## It.   61, RSS = 1.48505e-09, Par. = -2.36774e-05  0.00146489    -13.291   -23.0407
## It.   62, RSS = 1.46192e-09, Par. = -2.65751e-06  0.00146957   -11.8516   -21.7901
## It.   63, RSS = 1.43529e-09, Par. =  5.46986e-06  0.0014716   -11.2507   -21.0738
## It.   64, RSS = 1.40581e-09, Par. =  2.2546e-05  0.00147534   -10.0309   -19.7493
## It.   65, RSS = 1.37111e-09, Par. =  3.34092e-05  0.00147782   -9.21101   -18.6594
## It.   66, RSS = 1.33601e-09, Par. =  5.47755e-05  0.00148228   -7.61814   -16.5269
## It.   67, RSS = 1.26136e-09, Par. =  7.39539e-05  0.00148623   -6.08354   -13.9723
## It.   68, RSS = 1.20083e-09, Par. =  7.83125e-05  0.00148714   -5.72253   -13.1684
## It.   69, RSS = 1.16188e-09, Par. =  8.76672e-05  0.00148876   -4.97989   -11.8091
## It.   70, RSS = 1.12797e-09, Par. =  9.52838e-05  0.00149007   -4.34172   -10.4982
## It.   71, RSS = 1.11124e-09, Par. =  0.000104241   0.001444   -3.58559   -8.72204
## It.   72, RSS = 1.11055e-09, Par. =  0.000103229  0.00132424    -3.6534   -8.49418
## It.   73, RSS = 1.10971e-09, Par. =  0.000103425  0.00120469   -3.61772   -7.99968
## It.   74, RSS = 1.10895e-09, Par. =  0.0001036  0.00114645   -3.59171   -7.71679
## It.   75, RSS = 1.10887e-09, Par. =  0.000103669  0.00112885   -3.58221   -7.62586
## It.   76, RSS = 1.1088e-09, Par. =  0.000103757  0.00109364   -3.56807   -7.46065
## It.   77, RSS = 1.10877e-09, Par. =  0.000103945  0.00102323   -3.53787   -7.11665
## It.   78, RSS = 1.10851e-09, Par. =  0.000104088  0.000988059   -3.51674   -6.91564
## It.   79, RSS = 1.1084e-09, Par. =  0.000104213  0.000954799   -3.49775   -6.72904
## It.   80, RSS = 1.10839e-09, Par. =  0.000104453  0.00088829   -3.45969   -6.34803
## It.   81, RSS = 1.10803e-09, Par. =  0.00010464  0.000855084   -3.43256   -6.12266
## It.   82, RSS = 1.10789e-09, Par. =  0.000104794  0.000825905   -3.40961   -5.92779
## It.   83, RSS = 1.10783e-09, Par. =  0.000105086  0.000767556   -3.36414    -5.5315
## It.   84, RSS = 1.10742e-09, Par. =  0.000105314  0.000738447   -3.33152   -5.29643
## It.   85, RSS = 1.10741e-09, Par. =  0.000105692  0.000680187   -3.27349   -4.84449
## It.   86, RSS = 1.1068e-09, Par. =  0.000105996  0.000651158   -3.23076   -4.57186
## It.   87, RSS = 1.10658e-09, Par. =  0.00010624  0.000627065   -3.19609   -4.34883
## It.   88, RSS = 1.10644e-09, Par. =  0.000106693  0.000578889   -3.12789   -3.89609
## It.   89, RSS = 1.10594e-09, Par. =  0.000107304  0.000530887   -3.03959    -3.3804
## It.   90, RSS = 1.10538e-09, Par. =  0.000108064  0.00048307   -2.93202   -2.81048
## It.   91, RSS = 1.10474e-09, Par. =  0.00010902  0.000435518   -2.79892   -2.17599
## It.   92, RSS = 1.10408e-09, Par. =  0.000110258  0.000388367   -2.63034   -1.46488
## It.   93, RSS = 1.10367e-09, Par. =  0.00011191  0.000341868   -2.41083  -0.664465
## It.   94, RSS = 1.10092e-09, Par. =  0.000113124  0.00032519   -2.26838   -0.30005
## It.    0, RSS = 2.93216e-08, Par. =     0.0001     0.0002         -2         10
## It.    1, RSS = 9.99062e-09, Par. = -0.00173724  0.000216506   -18.1113    69.1497
## It.    2, RSS = 6.73005e-09, Par. = -0.00176479  0.00021716   -19.0456     67.468
## It.    3, RSS = 5.85328e-09, Par. = -0.00181635  0.000237474   -19.6573    64.5755
## It.    4, RSS = 4.93394e-09, Par. = -0.00192489  0.000279645   -20.1503    58.7025
## It.    5, RSS = 3.2869e-09, Par. = -0.00205992  0.000323428   -20.1118    54.8548
## It.    6, RSS = 2.62596e-09, Par. = -0.00216317  0.000351662   -20.0241    52.9522
## It.    7, RSS = 2.53958e-09, Par. = -0.00221871  0.000414714   -21.4092    50.7848
## It.    8, RSS = 2.26692e-09, Par. = -0.00212412  0.000436717     -22.41    50.7645
## It.    9, RSS = 2.25552e-09, Par. = -0.00210809  0.000440827   -22.6405    50.6866
## It.   10, RSS = 2.25094e-09, Par. = -0.00206661  0.000448245   -23.0897    50.6077
## It.   11, RSS = 2.24729e-09, Par. = -0.00198831  0.000462327   -23.9536    50.4128
## It.   12, RSS = 2.23826e-09, Par. = -0.00191674  0.000477401   -24.8473    50.1077
## It.   13, RSS = 2.22863e-09, Par. = -0.00185692  0.000491694   -25.6654    49.7473
## It.   14, RSS = 2.22181e-09, Par. = -0.00179666  0.000507298   -26.5371    49.2964
## It.   15, RSS = 2.21372e-09, Par. = -0.00174558  0.000522074   -27.3359    48.8015
## It.   16, RSS = 2.20765e-09, Par. = -0.00169393  0.000538119    -28.181    48.2087
## It.   17, RSS = 2.20077e-09, Par. = -0.00164952  0.000553337   -28.9551     47.583
## It.   18, RSS = 2.19601e-09, Par. = -0.00162876  0.000561411   -29.3468    47.2175
## It.   19, RSS = 2.19247e-09, Par. = -0.00158658  0.000576815   -30.1024    46.5172
## It.   20, RSS = 2.18711e-09, Par. = -0.00155032  0.000591557   -30.7965    45.7857
## It.   21, RSS = 2.18318e-09, Par. = -0.00152817  0.000601372   -31.2392    45.2675
## It.   22, RSS = 2.18028e-09, Par. = -0.0014846  0.00062015   -32.0851    44.2534
## It.   23, RSS = 2.17446e-09, Par. = -0.00144754  0.000638034   -32.8467    43.2102
## It.   24, RSS = 2.17056e-09, Par. = -0.00142928  0.000647793   -33.2369    42.6076
## It.   25, RSS = 2.1676e-09, Par. = -0.00139212  0.000666438   -33.9884    41.4375
## It.   26, RSS = 2.16297e-09, Par. = -0.00135963  0.000684259   -34.6644    40.2531
## It.   27, RSS = 2.15962e-09, Par. = -0.00133959  0.000695995   -35.0828    39.4393
## It.   28, RSS = 2.15709e-09, Par. = -0.00129975  0.000718446   -35.8779    37.8438
## It.   29, RSS = 2.15205e-09, Par. = -0.00126495  0.00073982   -36.5718    36.2428
## It.   30, RSS = 2.14869e-09, Par. = -0.00124665  0.000751878   -36.9276     35.304
## It.   31, RSS = 2.14606e-09, Par. = -0.00120933  0.000774902   -37.6073    33.4666
## It.   32, RSS = 2.14174e-09, Par. = -0.00117587  0.000796896   -38.1886    31.6357
## It.   33, RSS = 2.13864e-09, Par. = -0.00115422  0.000811676   -38.5367    30.3644
## It.   34, RSS = 2.13623e-09, Par. = -0.00111082  0.000839903   -39.1818    27.8638
## It.   35, RSS = 2.13118e-09, Par. = -0.00107167  0.000866776   -39.6865    25.3861
## It.   36, RSS = 2.12786e-09, Par. = -0.00104822  0.000883353   -39.9332     23.811
## It.   37, RSS = 2.12508e-09, Par. = -0.00100039  0.000914889   -40.3748    20.7061
## It.   38, RSS = 2.11985e-09, Par. = -0.000956222  0.000944998   -40.6432    17.6397
## It.   39, RSS = 2.11588e-09, Par. = -0.000918824  0.000970183   -40.7532    14.9912
## It.   40, RSS = 2.11259e-09, Par. = -0.000843773  0.00101788    -40.809    9.75867
## It.   41, RSS = 2.10274e-09, Par. = -0.000773469  0.00106317   -40.4298    4.63971
## It.   42, RSS = 2.09253e-09, Par. = -0.000629481  0.0011472   -39.0115   -5.41578
## It.   43, RSS = 2.08748e-09, Par. = -0.000612271  0.00116549   -38.2091   -6.82064
## It.   44, RSS = 2.08133e-09, Par. = -0.00055655  0.00119298   -37.0156   -10.2802
## It.   45, RSS = 2.07743e-09, Par. = -0.000534329  0.00120453   -36.3913   -11.5843
## It.   46, RSS = 2.07284e-09, Par. = -0.000486385  0.00122617   -35.1191   -14.3243
## It.   47, RSS = 2.06891e-09, Par. = -0.0004695  0.00123437   -34.5605   -15.2001
## It.   48, RSS = 2.06456e-09, Par. = -0.000433242  0.00124967   -33.4362   -17.0772
## It.   49, RSS = 2.06054e-09, Par. = -0.000413317  0.00125829   -32.7364    -18.015
## It.   50, RSS = 2.0561e-09, Par. = -0.000371329  0.00127501   -31.2704    -19.951
## It.   51, RSS = 2.04928e-09, Par. = -0.000332754  0.0012904   -29.7629   -21.4953
## It.   52, RSS = 2.04157e-09, Par. = -0.000295157  0.00130478   -28.1923   -22.7954
## It.   53, RSS = 2.03302e-09, Par. = -0.000258697  0.00131823   -26.5645   -23.8342
## It.   54, RSS = 2.02338e-09, Par. = -0.000223416  0.00133079   -24.8886   -24.6014
## It.   55, RSS = 2.0124e-09, Par. = -0.000189361  0.00134251   -23.1737   -25.0876
## It.   56, RSS = 1.99978e-09, Par. = -0.000156573  0.0013534   -21.4292    -25.285
## It.   57, RSS = 1.98514e-09, Par. = -0.000125091  0.00136348   -19.6649   -25.1869
## It.   58, RSS = 1.96799e-09, Par. = -9.4955e-05  0.00137276   -17.8906   -24.7884
## It.   59, RSS = 1.9477e-09, Par. = -6.6199e-05  0.00138124   -16.1166   -24.0865
## It.   60, RSS = 1.92345e-09, Par. = -3.88565e-05  0.00138892   -14.3533   -23.0805
## It.   61, RSS = 1.89424e-09, Par. = -1.2958e-05  0.0013958   -12.6113   -21.7715
## It.   62, RSS = 1.85879e-09, Par. =  1.14679e-05  0.00140187   -10.9011   -20.1631
## It.   63, RSS = 1.81539e-09, Par. =  3.42594e-05  0.00140713   -9.24287   -18.2712
## It.   64, RSS = 1.76685e-09, Par. =  5.62445e-05  0.00141196   -7.58436   -16.0338
## It.   65, RSS = 1.70273e-09, Par. =  7.5508e-05  0.00141591   -6.07023   -13.6068
## It.   66, RSS = 1.64133e-09, Par. =  9.11109e-05  0.00141879   -4.80527   -11.2638
## It.   67, RSS = 1.60453e-09, Par. =  0.00010093  0.0013158   -3.96901    -9.0911
## It.   68, RSS = 1.60377e-09, Par. =  9.95135e-05  0.00129335   -4.09195   -9.26543
## It.   69, RSS = 1.60358e-09, Par. =  9.95956e-05  0.00124726   -4.07679   -9.05546
## It.   70, RSS = 1.6035e-09, Par. =  9.98326e-05  0.00115509   -4.03956   -8.61546
## It.   71, RSS = 1.60296e-09, Par. =  0.000100023  0.00110905   -4.01233   -8.35301
## It.   72, RSS = 1.60295e-09, Par. =  0.000100328  0.00101694   -3.96488    -7.8499
## It.   73, RSS = 1.60213e-09, Par. =  0.00010058  0.000970958   -3.92909   -7.54352
## It.   74, RSS = 1.60183e-09, Par. =  0.000100779  0.000932597   -3.90032   -7.29193
## It.   75, RSS = 1.60164e-09, Par. =  0.000101149  0.000855883   -3.84377   -6.78066
## It.   76, RSS = 1.60095e-09, Par. =  0.000101655  0.000779289   -3.76957   -6.19285
## It.   77, RSS = 1.60014e-09, Par. =  0.000102283  0.00070282   -3.67873   -5.53711
## It.   78, RSS = 1.59913e-09, Par. =  0.000103078  0.000626534   -3.56538   -4.79745
## It.   79, RSS = 1.59785e-09, Par. =  0.000104115  0.000550523   -3.42012   -3.95277
## It.   80, RSS = 1.59618e-09, Par. =  0.000105519  0.000474953    -3.2277   -2.97471
## It.   81, RSS = 1.59392e-09, Par. =  0.000107517  0.000400144    -2.9618   -1.82535
## It.   82, RSS = 1.59116e-09, Par. =  0.000110549  0.000326782   -2.57335  -0.458457
## It.   83, RSS = 1.57035e-09, Par. =  0.000113716  0.000292507   -2.20924   0.393309
## It.   84, RSS = 1.56665e-09, Par. =  0.000115066  0.000286264   -2.08562   0.543758
## It.   85, RSS = 1.56188e-09, Par. =  0.000116399  0.000271707   -1.93154   0.875528
## It.   86, RSS = 1.55917e-09, Par. =  0.000119184  0.000243099   -1.59749    1.55881
## It.   87, RSS = 1.55135e-09, Par. =  0.000119873  0.000249814   -1.58031    1.37105
## It.   88, RSS = 1.54886e-09, Par. =  0.000121188  0.000236683   -1.40092    1.70582
## It.   89, RSS = 1.54576e-09, Par. =  0.000121654  0.00024016   -1.39203    1.59359
## It.   90, RSS = 1.54392e-09, Par. =  0.000122383  0.000233511   -1.28977    1.76136
## It.   91, RSS = 1.54213e-09, Par. =  0.00012282  0.00023424    -1.2648    1.72455
## It.   92, RSS = 1.54093e-09, Par. =  0.000123173  0.000232167    -1.2217     1.7725
## It.   93, RSS = 1.53939e-09, Par. =  0.000123648  0.000229849   -1.16927    1.82012
## It.   94, RSS = 1.53768e-09, Par. =  0.000124086  0.00022848   -1.12595    1.84156
## It.   95, RSS = 1.53563e-09, Par. =  0.000124539  0.000226603   -1.07598    1.87653
## It.   96, RSS = 1.53293e-09, Par. =  0.000125012  0.000225009   -1.02609    1.90131
## It.    0, RSS = 2.54643e-08, Par. =     0.0001     0.0002         -2         10
## It.    1, RSS = 7.77244e-09, Par. = -0.0015295  0.000216613   -16.8488    62.5505
## It.    2, RSS = 5.25579e-09, Par. = -0.00157781  0.000226919   -17.9563    59.7729
## It.    3, RSS = 4.10639e-09, Par. = -0.00166817  0.000261642   -18.4459    55.0471
## It.    4, RSS = 2.96164e-09, Par. = -0.0017406  0.000287012    -18.421     52.684
## It.    5, RSS = 2.50424e-09, Par. = -0.00191487  0.000335039   -18.4677    48.3513
## It.    6, RSS = 1.72926e-09, Par. = -0.00195149  0.000391621   -19.6046    46.6778
## It.    7, RSS = 1.60451e-09, Par. = -0.00192374  0.000401207   -19.9298    46.6275
## It.    8, RSS = 1.5997e-09, Par. = -0.00185472  0.000413205    -20.684    46.5909
## It.    9, RSS = 1.59278e-09, Par. = -0.00178165  0.000426325   -21.5127     46.432
## It.   10, RSS = 1.5833e-09, Par. = -0.00172103  0.000438753   -22.2714    46.1987
## It.   11, RSS = 1.57667e-09, Par. = -0.00166017  0.000452405   -23.0846    45.8878
## It.   12, RSS = 1.56874e-09, Par. = -0.0016093  0.00046529   -23.8282    45.5289
## It.   13, RSS = 1.56292e-09, Par. = -0.00155786  0.000479368    -24.621    45.0849
## It.   14, RSS = 1.55625e-09, Par. = -0.00151423  0.000492677   -25.3459    44.6042
## It.   15, RSS = 1.55167e-09, Par. = -0.00149372  0.000499824   -25.7182    44.3134
## It.   16, RSS = 1.54832e-09, Par. = -0.00145232  0.000513409   -26.4332    43.7604
## It.   17, RSS = 1.54319e-09, Par. = -0.00141719  0.000526369   -27.0895    43.1734
## It.   18, RSS = 1.53946e-09, Par. = -0.0013959  0.00053499   -27.5086    42.7529
## It.   19, RSS = 1.53675e-09, Par. = -0.00135426  0.000551428   -28.3071    41.9326
## It.   20, RSS = 1.53167e-09, Par. = -0.00131493  0.000568849   -29.1123    40.9825
## It.   21, RSS = 1.52653e-09, Par. = -0.00128069  0.000585312   -29.8358     40.021
## It.   22, RSS = 1.52301e-09, Par. = -0.00126403  0.00059421   -30.2036    39.4682
## It.   23, RSS = 1.52039e-09, Par. = -0.0012301  0.000611157   -30.9103    38.3985
## It.   24, RSS = 1.5163e-09, Par. = -0.00120061  0.000627309    -31.544     37.316
## It.   25, RSS = 1.51333e-09, Par. = -0.00118207  0.000638147   -31.9442     36.557
## It.   26, RSS = 1.51114e-09, Par. = -0.0011454  0.000658825   -32.7014    35.0717
## It.   27, RSS = 1.50663e-09, Par. = -0.00111361  0.000678439   -33.3589    33.5829
## It.   28, RSS = 1.50367e-09, Par. = -0.00109696  0.000689476    -33.695    32.7104
## It.   29, RSS = 1.50138e-09, Par. = -0.00106303  0.000710497   -34.3352    31.0069
## It.   30, RSS = 1.49761e-09, Par. = -0.00103276  0.00073052   -34.8806    29.3118
## It.   31, RSS = 1.49491e-09, Par. = -0.00101289  0.000744142   -35.2115    28.1189
## It.   32, RSS = 1.49286e-09, Par. = -0.000973215  0.00077009   -35.8215    25.7772
## It.   33, RSS = 1.48843e-09, Par. = -0.000937585  0.000794707    -36.295    23.4615
## It.   34, RSS = 1.48555e-09, Par. = -0.000916127  0.00080995   -36.5264    21.9818
## It.   35, RSS = 1.48316e-09, Par. = -0.000872445  0.000838869   -36.9376    19.0713
## It.   36, RSS = 1.47863e-09, Par. = -0.00083221  0.000866391   -37.1816    16.2029
## It.   37, RSS = 1.47518e-09, Par. = -0.00079737  0.000889855   -37.2783     13.674
## It.   38, RSS = 1.47235e-09, Par. = -0.00072771  0.000934111    -37.305    8.69341
## It.   39, RSS = 1.4637e-09, Par. = -0.000662588  0.000975938   -36.9005    3.83922
## It.   40, RSS = 1.45482e-09, Par. = -0.000529389  0.00105297   -35.4426   -5.64235
## It.   41, RSS = 1.45052e-09, Par. = -0.000513805  0.00106979   -34.6456   -6.90714
## It.   42, RSS = 1.44522e-09, Par. = -0.000462426  0.00109456   -33.4609     -10.11
## It.   43, RSS = 1.44189e-09, Par. = -0.000445562  0.00110339   -32.9387   -11.0902
## It.   44, RSS = 1.43823e-09, Par. = -0.000408894  0.0011196   -31.9031   -13.1872
## It.   45, RSS = 1.43498e-09, Par. = -0.000389161  0.00112855   -31.2536   -14.2301
## It.   46, RSS = 1.43139e-09, Par. = -0.000347568  0.00114577   -29.8945   -16.3762
## It.   47, RSS = 1.42619e-09, Par. = -0.00030926  0.00116162   -28.4671   -18.1297
## It.   48, RSS = 1.42014e-09, Par. = -0.000271917  0.00117636   -26.9631   -19.6311
## It.   49, RSS = 1.4135e-09, Par. = -0.00023572  0.00119009   -25.3899   -20.8613
## It.   50, RSS = 1.40604e-09, Par. = -0.000200726  0.00120286   -23.7577   -21.8072
## It.   51, RSS = 1.39757e-09, Par. = -0.000166987  0.00121472   -22.0771   -22.4573
## It.   52, RSS = 1.38787e-09, Par. = -0.000134556  0.00122571    -20.359   -22.8013
## It.   53, RSS = 1.37664e-09, Par. = -0.000103481  0.00123585   -18.6144   -22.8305
## It.   54, RSS = 1.36353e-09, Par. = -7.3808e-05  0.00124515   -16.8549   -22.5383
## It.   55, RSS = 1.3481e-09, Par. = -4.5579e-05  0.00125362   -15.0924   -21.9204
## It.   56, RSS = 1.32986e-09, Par. = -1.88338e-05  0.00126124   -13.3392   -20.9755
## It.   57, RSS = 1.30829e-09, Par. =  6.39166e-06  0.00126802   -11.6074   -19.7047
## It.   58, RSS = 1.28305e-09, Par. =  3.0064e-05  0.00127394   -9.90951   -18.1125
## It.   59, RSS = 1.25992e-09, Par. =  5.32843e-05  0.00127928   -8.17404   -16.1176
## It.   60, RSS = 1.21507e-09, Par. =  7.14717e-05  0.00128327   -6.74617   -14.0823
## It.   61, RSS = 1.19882e-09, Par. =  8.85878e-05  0.00128647   -5.37548   -11.8811
## It.   62, RSS = 1.16969e-09, Par. =  9.17236e-05  0.00123634   -5.09359   -10.9917
## It.   63, RSS = 1.16959e-09, Par. =  9.16407e-05  0.00121507   -5.09977   -10.9036
## It.   64, RSS = 1.16949e-09, Par. =  9.18101e-05  0.00117259   -5.07357   -10.6382
## It.   65, RSS = 1.16938e-09, Par. =  9.19713e-05  0.0011393   -5.04966   -10.4158
## It.   66, RSS = 1.16929e-09, Par. =  9.22724e-05  0.0010727   -5.00306   -9.96856
## It.   67, RSS = 1.16906e-09, Par. =  9.26509e-05  0.00100617   -4.94647   -9.47587
## It.   68, RSS = 1.16879e-09, Par. =  9.30871e-05  0.000939684   -4.88189   -8.94629
## It.   69, RSS = 1.16849e-09, Par. =  9.35939e-05  0.000873265   -4.80756   -8.37418
## It.   70, RSS = 1.16813e-09, Par. =  9.41899e-05  0.00080693   -4.72109    -7.7529
## It.   71, RSS = 1.16769e-09, Par. =  9.49003e-05  0.000740705    -4.6193    -7.0743
## It.   72, RSS = 1.16716e-09, Par. =  9.5761e-05  0.000674628   -4.49782   -6.32832
## It.   73, RSS = 1.1665e-09, Par. =  9.68239e-05  0.000608754   -4.35044   -5.50244
## It.   74, RSS = 1.16565e-09, Par. =  9.81673e-05  0.000543172   -4.16816   -4.58111
## It.   75, RSS = 1.16449e-09, Par. =  9.99142e-05  0.000478021    -3.9374   -3.54524
## It.   76, RSS = 1.16281e-09, Par. =  0.000102267  0.000413545   -3.63687   -2.37264
## It.   77, RSS = 1.16018e-09, Par. =  0.000105581  0.000350188   -3.23167   -1.04149
## It.   78, RSS = 1.15671e-09, Par. =  0.000110515  0.000288863    -2.6616   0.454439
## It.   79, RSS = 1.15621e-09, Par. =  0.000117508  0.000239952   -1.91751    1.82693
## It.   80, RSS = 1.14574e-09, Par. =  0.000116258  0.000262204   -2.14959    1.14234
## It.   81, RSS = 1.14103e-09, Par. =  0.0001182  0.000246482    -1.8895    1.63466
## It.   82, RSS = 1.13998e-09, Par. =  0.000118107  0.000253336   -1.94731    1.41887
## It.   83, RSS = 1.13973e-09, Par. =  0.000118794  0.00024732   -1.85679    1.59251
## It.   84, RSS = 1.13962e-09, Par. =  0.000118807  0.000249414   -1.87248    1.52643
## It.   85, RSS = 1.13959e-09, Par. =  0.00011903  0.000247484   -1.84336    1.58122
## It.   86, RSS = 1.13958e-09, Par. =  0.000119047  0.000248047   -1.84702    1.56283
## It.   87, RSS = 1.13957e-09, Par. =  0.000119117  0.000247469   -1.83813    1.57906
## It.   88, RSS = 1.13957e-09, Par. =  0.000119126  0.000247612   -1.83883     1.5742
## It.   89, RSS = 1.13957e-09, Par. =  0.000119147  0.000247443   -1.83616    1.57892
## It.   90, RSS = 1.13957e-09, Par. =  0.000119151  0.000247478   -1.83624    1.57767
## It.   91, RSS = 1.13957e-09, Par. =  0.000119158  0.000247428   -1.83543    1.57904
## It.   92, RSS = 1.13957e-09, Par. =  0.000119159  0.000247436   -1.83542    1.57873
## It.    0, RSS = 2.51467e-08, Par. =     0.0001     0.0002         -2         10
## It.    1, RSS = 7.82568e-09, Par. = -0.00157895  0.000218894   -17.7086    65.0676
## It.    2, RSS = 6.10423e-09, Par. = -0.00160598  0.000221821   -18.3898     63.537
## It.    3, RSS = 5.34743e-09, Par. = -0.00165336  0.00023947   -18.8523    61.0262
## It.    4, RSS = 4.39272e-09, Par. = -0.00175132  0.000275899   -19.2434    55.9703
## It.    5, RSS = 3.12548e-09, Par. = -0.00186989  0.000313595   -19.2245    52.5545
## It.    6, RSS = 2.57107e-09, Par. = -0.00196092  0.000338484   -19.1553    50.8121
## It.    7, RSS = 2.49801e-09, Par. = -0.00203512  0.000395987    -20.302    48.5386
## It.    8, RSS = 2.20614e-09, Par. = -0.00195165  0.000415916   -21.2056    48.5317
## It.    9, RSS = 2.19659e-09, Par. = -0.00193271  0.00042039   -21.4672    48.4586
## It.   10, RSS = 2.19063e-09, Par. = -0.00188687  0.000428488   -21.9774    48.3763
## It.   11, RSS = 2.18767e-09, Par. = -0.00180171  0.000443844   -22.9508    48.1533
## It.   12, RSS = 2.17266e-09, Par. = -0.00176594  0.000452299   -23.4565     47.945
## It.   13, RSS = 2.16909e-09, Par. = -0.00169419  0.000468227    -24.412    47.5706
## It.   14, RSS = 2.1587e-09, Par. = -0.00162861  0.000485358   -25.4019    47.0508
## It.   15, RSS = 2.14721e-09, Par. = -0.00157475  0.000501478   -26.2933    46.4733
## It.   16, RSS = 2.13962e-09, Par. = -0.00151991  0.000519227   -27.2452     45.766
## It.   17, RSS = 2.13024e-09, Par. =  -0.001474  0.000535919    -28.103    45.0166
## It.   18, RSS = 2.12351e-09, Par. = -0.00142705  0.000554169   -29.0097    44.1284
## It.   19, RSS = 2.1157e-09, Par. = -0.00138695  0.000571373   -29.8257    43.2131
## It.   20, RSS = 2.11043e-09, Par. =  -0.001368  0.000580584   -30.2367    42.6844
## It.   21, RSS = 2.10653e-09, Par. = -0.00132923  0.000598089   -31.0271    41.6659
## It.   22, RSS = 2.10055e-09, Par. = -0.00129599  0.000614766   -31.7388    40.6233
## It.   23, RSS = 2.09619e-09, Par. = -0.00127485  0.000626218   -32.2004    39.8699
## It.   24, RSS = 2.09304e-09, Par. = -0.00123319  0.000648042   -33.0743    38.3947
## It.   25, RSS = 2.08672e-09, Par. = -0.00119337  0.000671083   -33.9263    36.7328
## It.   26, RSS = 2.08048e-09, Par. = -0.00115801  0.000692804   -34.6664    35.0803
## It.   27, RSS = 2.07626e-09, Par. = -0.00113971  0.000704965   -35.0409    34.1132
## It.   28, RSS = 2.07298e-09, Par. = -0.00110221  0.000728079   -35.7546    32.2253
## It.   29, RSS = 2.06764e-09, Par. = -0.00106897  0.000750077   -36.3581    30.3433
## It.   30, RSS = 2.06379e-09, Par. = -0.00104647  0.000765533   -36.7335    28.9738
## It.   31, RSS = 2.06089e-09, Par. = -0.00100154  0.000794933   -37.4207    26.2821
## It.   32, RSS = 2.05432e-09, Par. = -0.000961499  0.000822778   -37.9394    23.6184
## It.   33, RSS = 2.05013e-09, Par. = -0.000936974  0.000840325   -38.1876     21.885
## It.   34, RSS = 2.0466e-09, Par. = -0.000886843  0.000873541   -38.6193    18.4701
## It.   35, RSS = 2.03977e-09, Par. = -0.000840795  0.000905129   -38.8375    15.1043
## It.   36, RSS = 2.03959e-09, Par. = -0.000749612  0.00096418   -38.9693     8.4997
## It.   37, RSS = 2.02452e-09, Par. = -0.00071058  0.00099289   -38.6103    5.31021
## It.   38, RSS = 2.0148e-09, Par. = -0.000621474  0.00104515   -37.7987    -1.0899
## It.   39, RSS = 2.00983e-09, Par. = -0.000545019  0.00108999   -36.4141   -6.54335
## It.   40, RSS = 2.00332e-09, Par. = -0.000472041  0.00112876   -34.6627   -11.2873
## It.   41, RSS = 1.99856e-09, Par. = -0.000400923  0.00116344   -32.5512   -15.4496
## It.   42, RSS = 1.97773e-09, Par. = -0.000367777  0.00117971   -31.2995   -17.0669
## It.   43, RSS = 1.97131e-09, Par. = -0.000346886  0.00118869   -30.5148   -18.0264
## It.   44, RSS = 1.96612e-09, Par. = -0.000302747  0.00120612   -28.8505   -20.0142
## It.   45, RSS = 1.95672e-09, Par. = -0.000262931  0.00122195    -27.147   -21.4896
## It.   46, RSS = 1.94584e-09, Par. = -0.000224311  0.00123656   -25.3744   -22.6493
## It.   47, RSS = 1.93351e-09, Par. = -0.000187123  0.00125008   -23.5412   -23.4683
## It.   48, RSS = 1.91916e-09, Par. = -0.000151422  0.00126255   -21.6607   -23.9334
## It.   49, RSS = 1.90223e-09, Par. = -0.000117266  0.00127401   -19.7465   -24.0339
## It.   50, RSS = 1.88199e-09, Par. = -8.47084e-05  0.00128448   -17.8126   -23.7616
## It.   51, RSS = 1.85743e-09, Par. = -5.38011e-05  0.00129396   -15.8736    -23.111
## It.   52, RSS = 1.82723e-09, Par. = -2.45901e-05  0.00130245   -13.9441   -22.0801
## It.   53, RSS = 1.78957e-09, Par. =  2.88158e-06  0.00130994   -12.0391   -20.6703
## It.   54, RSS = 1.74202e-09, Par. =  2.8574e-05  0.00131645   -10.1738   -18.8868
## It.   55, RSS = 1.68048e-09, Par. =  5.21614e-05  0.00132196    -8.3841   -16.7615
## It.   56, RSS = 1.60031e-09, Par. =  7.27507e-05  0.00132651    -6.7546   -14.4195
## It.   57, RSS = 1.53635e-09, Par. =  7.77577e-05  0.00132768    -6.3338   -13.5879
## It.   58, RSS = 1.49338e-09, Par. =  8.76493e-05  0.00132955   -5.54217    -12.305
## It.   59, RSS = 1.47142e-09, Par. =  0.000105601  0.00133281   -4.04827   -9.62525
## It.   60, RSS = 1.40018e-09, Par. =  0.000110992  0.00127266   -3.51977   -8.08957
## It.   61, RSS = 1.39921e-09, Par. =  0.000110378  0.00122434   -3.58519   -8.08881
## It.   62, RSS = 1.39898e-09, Par. =  0.000110574  0.00112774   -3.55304   -7.67287
## It.   63, RSS = 1.39847e-09, Par. =  0.000110836  0.00103119   -3.51116   -7.20061
## It.   64, RSS = 1.39788e-09, Par. =  0.000111155  0.000934701   -3.46035   -6.67475
## It.   65, RSS = 1.3972e-09, Par. =  0.000111554  0.000838295   -3.39744   -6.08218
## It.   66, RSS = 1.39641e-09, Par. =  0.000112065  0.000742012   -3.31759   -5.40532
## It.   67, RSS = 1.39555e-09, Par. =  0.000112743  0.000645921   -3.21301   -4.61919
## It.   68, RSS = 1.39478e-09, Par. =  0.000113682  0.000550149    -3.0704   -3.68711
## It.   69, RSS = 1.3877e-09, Par. =  0.00011455  0.000502707   -2.94802    -3.0718
## It.   70, RSS = 1.38639e-09, Par. =  0.000114992  0.0004864   -2.89219   -2.84089
## It.   71, RSS = 1.38443e-09, Par. =  0.000115551  0.000453533   -2.81008   -2.42363
## It.   72, RSS = 1.38388e-09, Par. =  0.000116862  0.000388113   -2.61698   -1.51134
## It.   73, RSS = 1.37331e-09, Par. =  0.000118273  0.000356425   -2.43025   -0.89227
## It.   74, RSS = 1.36856e-09, Par. =  0.000119411  0.000333876   -2.28701  -0.462932
## It.   75, RSS = 1.3623e-09, Par. =  0.000121468  0.00028879   -2.00539   0.417869
## It.   76, RSS = 1.35277e-09, Par. =  0.000124954  0.00024653   -1.55239    1.44022
## It.   77, RSS = 1.3327e-09, Par. =  0.000126189  0.000252367   -1.46585    1.29354
## It.   78, RSS = 1.32521e-09, Par. =  0.000127344  0.000240357   -1.30025    1.59398
## It.   79, RSS = 1.3176e-09, Par. =  0.000128363  0.000237092     -1.196    1.65494
## It.   80, RSS = 1.31016e-09, Par. =  0.000129288  0.000231756   -1.08191    1.76875
## It.   81, RSS = 1.30071e-09, Par. =  0.000130122  0.000228912  -0.989853    1.81294
## It.   82, RSS = 1.28631e-09, Par. =  0.000131009  0.000224762  -0.877413    1.88804
## It.   83, RSS = 1.25846e-09, Par. =  0.000132005  0.000221307  -0.754058    1.93147
## It.   84, RSS = 1.1942e-09, Par. =  0.000133194  0.000216801  -0.587953     1.9837
## It.   85, RSS = 1.06144e-09, Par. =  0.000134473  0.000212774  -0.383401    1.99688
## It.   86, RSS = 1.0157e-09, Par. =  0.000134985  0.000211268  -0.245871    1.99095
## It.   87, RSS = 1.01028e-09, Par. =  0.000134899  0.000213065  -0.294144    1.95879
## It.   88, RSS = 1.00968e-09, Par. =  0.00013495  0.000212241  -0.262918    1.97834
## It.   89, RSS = 1.00899e-09, Par. =  0.000134918  0.000212906  -0.284802    1.96277
## It.   90, RSS = 1.0088e-09, Par. =  0.000134942  0.000212464  -0.269174    1.97317
## It.   91, RSS = 1.00865e-09, Par. =  0.000134925  0.0002128  -0.280428    1.96524
## It.   92, RSS = 1.00859e-09, Par. =  0.000134938  0.000212566  -0.272279    1.97079
## It.   93, RSS = 1.00855e-09, Par. =  0.000134929  0.00021274  -0.278191    1.96666
## It.   94, RSS = 1.00854e-09, Par. =  0.000134936  0.000212616  -0.273895    1.96961
## It.   95, RSS = 1.00853e-09, Par. =  0.000134931  0.000212708  -0.277018    1.96743
## It.   96, RSS = 1.00852e-09, Par. =  0.000134935  0.000212641  -0.274747      1.969
## It.   97, RSS = 1.00852e-09, Par. =  0.000134932  0.00021269  -0.276398    1.96785
## It.    0, RSS = 2.20431e-08, Par. =     0.0001     0.0002         -2         10
## It.    1, RSS = 6.51674e-09, Par. = -0.00133558  0.000223339   -16.9569    57.8089
## It.    2, RSS = 5.50132e-09, Par. = -0.00139185  0.000239652   -17.5689    55.0512
## It.    3, RSS = 4.40557e-09, Par. = -0.00149988  0.000277101   -17.8391     50.004
## It.    4, RSS = 2.9668e-09, Par. = -0.00163271  0.000315547   -17.7257    46.8338
## It.    5, RSS = 2.34466e-09, Par. = -0.00175951  0.000347509   -17.6096    44.7917
## It.    6, RSS = 2.09829e-09, Par. = -0.00167546  0.000406942   -19.7904    43.8055
## It.    7, RSS = 2.08362e-09, Par. = -0.00166521  0.000419281   -20.1928    43.4872
## It.    8, RSS = 2.08098e-09, Par. = -0.00158713  0.000437264   -21.2205    43.2233
## It.    9, RSS = 2.06347e-09, Par. = -0.00155957  0.000445592   -21.6851    43.0163
## It.   10, RSS = 2.05793e-09, Par. = -0.00150144  0.000461024   -22.5637     42.668
## It.   11, RSS = 2.04751e-09, Par. = -0.00144801  0.000477613   -23.4766    42.1932
## It.   12, RSS = 2.03658e-09, Par. = -0.00140435  0.000493126   -24.2941    41.6721
## It.   13, RSS = 2.0294e-09, Par. = -0.00138324  0.000501834   -24.7304    41.3384
## It.   14, RSS = 2.02431e-09, Par. = -0.00134067  0.000518244   -25.5618    40.7058
## It.   15, RSS = 2.0164e-09, Par. = -0.00130091  0.000535717   -26.4089    39.9459
## It.   16, RSS = 2.0086e-09, Par. = -0.00126717  0.000552109   -27.1666    39.1659
## It.   17, RSS = 2.00305e-09, Par. = -0.00124675  0.000563036   -27.6471    38.6057
## It.   18, RSS = 1.99913e-09, Par. = -0.00120663  0.000583678   -28.5538    37.5172
## It.   19, RSS = 1.99167e-09, Par. = -0.00116872  0.000605676   -29.4585    36.2497
## It.   20, RSS = 1.98422e-09, Par. = -0.00113613  0.000626162    -30.245    34.9831
## It.   21, RSS = 1.97926e-09, Par. = -0.00111848  0.000638263   -30.6744    34.1895
## It.   22, RSS = 1.97558e-09, Par. = -0.00108266  0.000661112   -31.4869      32.65
## It.   23, RSS = 1.96938e-09, Par. = -0.00104791  0.000685172   -32.2666    30.9224
## It.   24, RSS = 1.96343e-09, Par. = -0.00101672  0.000707648   -32.9264    29.2187
## It.   25, RSS = 1.95914e-09, Par. = -0.000996083  0.000723066   -33.3317     27.995
## It.   26, RSS = 1.95598e-09, Par. = -0.0009548  0.000752163   -34.0743    25.6018
## It.   27, RSS = 1.94927e-09, Par. = -0.000913855  0.000782496   -34.7123    22.9613
## It.   28, RSS = 1.94304e-09, Par. = -0.000875805  0.00081071   -35.1815    20.3744
## It.   29, RSS = 1.9385e-09, Par. = -0.000848107  0.000831128   -35.4298    18.4173
## It.   30, RSS = 1.93483e-09, Par. = -0.000792113  0.000869447   -35.8161    14.5688
## It.   31, RSS = 1.9259e-09, Par. = -0.000740402  0.00090518   -35.8956    10.7939
## It.   32, RSS = 1.92317e-09, Par. = -0.000636187  0.000970731   -35.6233    3.40267
## It.   33, RSS = 1.90904e-09, Par. = -0.00058964  0.00100227   -34.8594  -0.130179
## It.   34, RSS = 1.89631e-09, Par. = -0.00047978  0.0010589    -33.146    -7.3531
## It.   35, RSS = 1.89006e-09, Par. = -0.00046422  0.00107105    -32.458   -8.33307
## It.   36, RSS = 1.88397e-09, Par. = -0.00042123  0.0010896   -31.3551   -10.7977
## It.   37, RSS = 1.87882e-09, Par. = -0.000395637  0.00110062   -30.5758   -12.1607
## It.   38, RSS = 1.87367e-09, Par. = -0.000341056  0.00112182   -28.9046   -14.9655
## It.   39, RSS = 1.86612e-09, Par. = -0.000291906  0.00114078    -27.109   -17.1478
## It.   40, RSS = 1.85624e-09, Par. = -0.000244166   0.001158   -25.1894   -18.9325
## It.   41, RSS = 1.84535e-09, Par. = -0.000198281  0.00117375   -23.1595    -20.277
## It.   42, RSS = 1.83255e-09, Par. = -0.000154405  0.00118816   -21.0415   -21.1491
## It.   43, RSS = 1.81713e-09, Par. = -0.000112695  0.00120131    -18.859   -21.5209
## It.   44, RSS = 1.79803e-09, Par. = -7.33076e-05  0.00121325   -16.6374   -21.3688
## It.   45, RSS = 1.77375e-09, Par. = -3.63871e-05  0.00122398   -14.4042   -20.6771
## It.   46, RSS = 1.74225e-09, Par. = -2.06525e-06  0.00123345   -12.1881   -19.4393
## It.   47, RSS = 1.70101e-09, Par. =  2.95467e-05  0.00124162   -10.0185   -17.6608
## It.   48, RSS = 1.64071e-09, Par. =  5.75146e-05  0.00124845   -7.98473   -15.4193
## It.   49, RSS = 1.56692e-09, Par. =  8.17238e-05  0.00125399   -6.13206    -12.835
## It.   50, RSS = 1.49815e-09, Par. =  0.000101827  0.00125803   -4.51839   -10.0835
## It.   51, RSS = 1.42743e-09, Par. =  0.000106783  0.0011959   -4.09352   -8.82512
## It.   52, RSS = 1.42695e-09, Par. =  0.000106392  0.00116613   -4.13146    -8.7888
## It.   53, RSS = 1.42667e-09, Par. =  0.000106589  0.00110667   -4.10175   -8.47038
## It.   54, RSS = 1.42639e-09, Par. =  0.000106735  0.00107456   -4.08092   -8.27744
## It.   55, RSS = 1.42608e-09, Par. =  0.000106974  0.00101033   -4.04394   -7.90283
## It.   56, RSS = 1.42557e-09, Par. =  0.00010728  0.000946151   -3.99831   -7.48739
## It.   57, RSS = 1.42519e-09, Par. =  0.000107451  0.000923823   -3.97534   -7.31688
## It.   58, RSS = 1.42479e-09, Par. =  0.000107683  0.000879111   -3.94007   -7.00693
## It.   59, RSS = 1.4243e-09, Par. =  0.000107948  0.00083912   -3.90172   -6.70312
## It.   60, RSS = 1.42414e-09, Par. =  0.000108466  0.000759161   -3.82389    -6.0797
## It.   61, RSS = 1.4225e-09, Par. =  0.000108912  0.000719336   -3.76268   -5.69029
## It.   62, RSS = 1.42175e-09, Par. =  0.000109311  0.000681057   -3.70667   -5.32475
## It.   63, RSS = 1.42169e-09, Par. =  0.000110109  0.00060456   -3.59035    -4.5645
## It.   64, RSS = 1.41853e-09, Par. =  0.00011084  0.000566625   -3.49335   -4.07486
## It.   65, RSS = 1.41723e-09, Par. =  0.000111441  0.000535314   -3.41399   -3.67762
## It.   66, RSS = 1.4162e-09, Par. =  0.000112593  0.00047275    -3.2536   -2.86001
## It.   67, RSS = 1.41199e-09, Par. =  0.00011436  0.000410922   -3.01975   -1.87714
## It.   68, RSS = 1.40601e-09, Par. =  0.000116882  0.000350069   -2.69954  -0.749569
## It.   69, RSS = 1.39752e-09, Par. =  0.000120655  0.000291043   -2.24035   0.543316
## It.   70, RSS = 1.37965e-09, Par. =  0.000123321  0.000277999    -1.9661   0.936668
## It.   71, RSS = 1.37797e-09, Par. =  0.000126529  0.000247487   -1.59613    1.66254
## It.   72, RSS = 1.37012e-09, Par. =  0.000126831  0.000256913   -1.62377    1.40028
## It.   73, RSS = 1.36848e-09, Par. =  0.000127993  0.000245228   -1.46074    1.71198
## It.   74, RSS = 1.36696e-09, Par. =  0.00012817  0.000249614   -1.48043    1.57989
## It.   75, RSS = 1.36643e-09, Par. =  0.000128651  0.000244714   -1.40937    1.70921
## It.   76, RSS = 1.3661e-09, Par. =  0.000128801  0.000246082   -1.41037    1.66429
## It.   77, RSS = 1.36596e-09, Par. =  0.000129026  0.000244095   -1.37922    1.71508
## It.   78, RSS = 1.36587e-09, Par. =  0.00012913  0.000244377   -1.37488    1.70303
## It.   79, RSS = 1.36583e-09, Par. =  0.000129221  0.000243776    -1.3638     1.7176
## It.   80, RSS = 1.36581e-09, Par. =  0.000129301  0.000243496   -1.35638    1.72281
## It.   81, RSS = 1.36579e-09, Par. =  0.000129362  0.000243252   -1.35032    1.72773
## It.   82, RSS = 1.36578e-09, Par. =  0.000129409  0.000243084   -1.34586    1.73095
## It.   83, RSS = 1.36578e-09, Par. =  0.000129446  0.000242942   -1.34227    1.73376
## It.   84, RSS = 1.36577e-09, Par. =  0.000129475  0.000242838   -1.33953    1.73577
## It.   85, RSS = 1.36577e-09, Par. =  0.000129497  0.000242753   -1.33735    1.73744
## It.   86, RSS = 1.36577e-09, Par. =  0.000129515  0.000242688   -1.33566    1.73869
## It.   87, RSS = 1.36577e-09, Par. =  0.000129529  0.000242636   -1.33432     1.7397
## It.   88, RSS = 1.36577e-09, Par. =  0.00012954  0.000242596   -1.33327    1.74048
## It.   89, RSS = 1.36577e-09, Par. =  0.000129548  0.000242564   -1.33243    1.74111
## It.   90, RSS = 1.36577e-09, Par. =  0.000129555  0.000242539   -1.33178     1.7416
## It.   91, RSS = 1.36577e-09, Par. =  0.00012956  0.000242519   -1.33126    1.74199
## It.   92, RSS = 1.36577e-09, Par. =  0.000129565  0.000242503   -1.33084    1.74229
## It.   93, RSS = 1.36577e-09, Par. =  0.000129568  0.00024249   -1.33052    1.74254
## It.   94, RSS = 1.36577e-09, Par. =  0.000129571  0.00024248   -1.33026    1.74273
## It.   95, RSS = 1.36577e-09, Par. =  0.000129573  0.000242472   -1.33005    1.74288
## It.    0, RSS = 2.07334e-08, Par. =     0.0001     0.0002         -2         10
## It.    1, RSS = 6.07853e-09, Par. = -0.00131346  0.000222924   -16.8632    57.4893
## It.    2, RSS =  5.181e-09, Par. = -0.00136733  0.000238844   -17.4477    54.8735
## It.    3, RSS = 4.16599e-09, Par. = -0.00147173  0.000274816   -17.7495    50.0186
## It.    4, RSS = 2.86981e-09, Par. = -0.00159774  0.000311878   -17.6628    46.8819
## It.    5, RSS = 2.30101e-09, Par. = -0.00172876  0.000345953   -17.5836    44.6592
## It.    6, RSS = 2.23693e-09, Par. = -0.00157295  0.000406903   -20.3249    44.1046
## It.    7, RSS = 2.05534e-09, Par. = -0.00154469  0.000426585   -21.1822    43.4739
## It.    8, RSS = 2.05173e-09, Par. = -0.00153436  0.000431199   -21.3889    43.3509
## It.    9, RSS = 2.04604e-09, Par. = -0.0015059  0.000438764   -21.8197    43.1792
## It.   10, RSS = 2.03921e-09, Par. = -0.00145186  0.000452812   -22.6482    42.8326
## It.   11, RSS = 2.02869e-09, Par. = -0.00140223  0.000467863   -23.5033    42.3705
## It.   12, RSS = 2.01828e-09, Par. = -0.00136102  0.000482034   -24.2757    41.8666
## It.   13, RSS = 2.01091e-09, Par. = -0.00133672  0.00049147   -24.7683    41.4896
## It.   14, RSS = 2.00571e-09, Par. = -0.00128935  0.000509266   -25.6998    40.7595
## It.   15, RSS = 1.99606e-09, Par. = -0.00124557  0.000528359   -26.6486    39.8659
## It.   16, RSS = 1.98628e-09, Par. = -0.00120905  0.000546188   -27.4865    38.9468
## It.   17, RSS = 1.9798e-09, Par. = -0.00119001  0.000556676   -27.9493    38.3608
## It.   18, RSS = 1.9751e-09, Par. = -0.00115154  0.000576453   -28.8284    37.2313
## It.   19, RSS = 1.96735e-09, Par. = -0.0011151  0.000597452   -29.7018    35.9281
## It.   20, RSS = 1.9598e-09, Par. = -0.0010835  0.000617097   -30.4635    34.6259
## It.   21, RSS = 1.95448e-09, Par. = -0.00106389  0.000630192   -30.9341    33.7088
## It.   22, RSS = 1.95062e-09, Par. = -0.00102484  0.000654906   -31.8146    31.9214
## It.   23, RSS = 1.94307e-09, Par. = -0.000987061  0.000681037   -32.6481     29.902
## It.   24, RSS = 1.93579e-09, Par. = -0.000953329  0.000705366   -33.3358    27.9131
## It.   25, RSS = 1.93082e-09, Par. = -0.000932558  0.000720984    -33.719    26.5761
## It.   26, RSS = 1.92698e-09, Par. = -0.000890434  0.0007504   -34.4202    23.9607
## It.   27, RSS = 1.91939e-09, Par. = -0.000853076  0.000777945   -34.9351    21.3795
## It.   28, RSS = 1.91423e-09, Par. = -0.000825615  0.000798242   -35.2218    19.3962
## It.   29, RSS = 1.91019e-09, Par. = -0.00077024  0.000836332   -35.6798    15.4977
## It.   30, RSS = 1.90003e-09, Par. = -0.000719699  0.000871875    -35.823    11.6748
## It.   31, RSS = 1.8978e-09, Par. = -0.000618178  0.000937132   -35.6725    4.19416
## It.   32, RSS = 1.88085e-09, Par. = -0.00057382  0.000968583   -34.9699   0.625847
## It.   33, RSS = 1.86611e-09, Par. = -0.00046858  0.00102501   -33.3919   -6.64749
## It.   34, RSS = 1.8606e-09, Par. = -0.000453846  0.00103713    -32.737   -7.65785
## It.   35, RSS = 1.85393e-09, Par. = -0.000412786  0.00105586   -31.6892   -10.1585
## It.   36, RSS = 1.84761e-09, Par. = -0.00038092  0.00107009    -30.738   -11.9781
## It.   37, RSS = 1.84589e-09, Par. = -0.000312879  0.00109788   -28.6114   -15.6633
## It.   38, RSS = 1.82659e-09, Par. = -0.000284315  0.00111072   -27.4033   -16.8631
## It.   39, RSS = 1.81859e-09, Par. = -0.000262318  0.00111904     -26.51    -17.745
## It.   40, RSS = 1.81378e-09, Par. = -0.000215565  0.0011354   -24.5787   -19.5383
## It.   41, RSS = 1.79991e-09, Par. = -0.000174535  0.00115004   -22.6305   -20.6564
## It.   42, RSS = 1.78337e-09, Par. = -0.000135011  0.00116336   -20.6177   -21.3654
## It.   43, RSS =  1.764e-09, Par. = -9.74081e-05  0.00117554   -18.5523   -21.6215
## It.   44, RSS = 1.74008e-09, Par. = -6.18186e-05  0.0011866   -16.4562   -21.4076
## It.   45, RSS = 1.70994e-09, Par. = -2.83475e-05  0.00119654   -14.3521   -20.7125
## It.   46, RSS = 1.67121e-09, Par. =  2.90963e-06  0.00120535   -12.2635   -19.5323
## It.   47, RSS = 1.62058e-09, Par. =  3.18703e-05  0.00121299   -10.2144    -17.871
## It.   48, RSS = 1.5518e-09, Par. =  5.81217e-05  0.00121944   -8.25352   -15.7661
## It.   49, RSS = 1.45588e-09, Par. =  8.05405e-05  0.00122469   -6.49081   -13.3729
## It.   50, RSS = 1.35112e-09, Par. =  9.97163e-05  0.00122882   -4.91925    -10.805
## It.   51, RSS = 1.2656e-09, Par. =  0.000114832  0.00123173   -3.62305   -8.29969
## It.   52, RSS = 1.22828e-09, Par. =  0.000116847  0.00112315   -3.43152   -7.38543
## It.   53, RSS = 1.22817e-09, Par. =  0.000116874  0.00110128   -3.42885   -7.29968
## It.   54, RSS = 1.22797e-09, Par. =  0.000116977  0.00105757   -3.41173   -7.09542
## It.   55, RSS = 1.22789e-09, Par. =  0.000117201  0.000970168   -3.37411   -6.66476
## It.   56, RSS = 1.22714e-09, Par. =  0.000117387  0.000926524    -3.3457    -6.4018
## It.   57, RSS = 1.22682e-09, Par. =  0.000117549  0.000885446   -3.32022   -6.15903
## It.   58, RSS = 1.22678e-09, Par. =  0.000117864  0.000803306   -3.26828   -5.65819
## It.   59, RSS = 1.22559e-09, Par. =  0.000118135  0.000762332   -3.22754   -5.34488
## It.   60, RSS = 1.22513e-09, Par. =  0.000118351  0.000728712   -3.19471   -5.09097
## It.   61, RSS = 1.22482e-09, Par. =  0.000118756  0.000661487   -3.12954   -4.57267
## It.   62, RSS = 1.22372e-09, Par. =  0.00011933  0.000594444   -3.04067   -3.96288
## It.   63, RSS = 1.22242e-09, Par. =  0.00012008  0.000527614    -2.9268   -3.26757
## It.   64, RSS = 1.22077e-09, Par. =  0.000121086  0.000461118   -2.77661   -2.46286
## It.   65, RSS = 1.21875e-09, Par. =  0.000122503  0.000395192   -2.56998    -1.5165
## It.   66, RSS = 1.21705e-09, Par. =  0.000124624  0.00033033   -2.26963  -0.386671
## It.   67, RSS = 1.20253e-09, Par. =  0.000126795  0.000299646   -1.98934   0.332092
## It.   68, RSS = 1.20046e-09, Par. =  0.000129129  0.00026826   -1.69146    1.02709
## It.   69, RSS = 1.19618e-09, Par. =  0.000129641  0.000273903    -1.6679   0.905693
## It.   70, RSS = 1.19522e-09, Par. =  0.000130456  0.000262348    -1.5483    1.17821
## It.   71, RSS = 1.19448e-09, Par. =  0.000130749  0.00026394   -1.53388    1.13681
## It.   72, RSS = 1.19419e-09, Par. =  0.000131023  0.000260812   -1.49545    1.21105
## It.   73, RSS =  1.194e-09, Par. =  0.000131262  0.000259348   -1.46965    1.24322
## It.   74, RSS = 1.19389e-09, Par. =  0.000131444  0.000258108     -1.449    1.27081
## It.   75, RSS = 1.19382e-09, Par. =  0.000131583  0.000257243   -1.43366     1.2898
## It.   76, RSS = 1.19377e-09, Par. =  0.000131693  0.000256528   -1.42128    1.30555
## It.   77, RSS = 1.19374e-09, Par. =  0.00013178  0.000255983   -1.41155    1.31749
## It.   78, RSS = 1.19372e-09, Par. =  0.000131851  0.000255535   -1.40361    1.32731
## It.   79, RSS = 1.19371e-09, Par. =  0.000131909  0.000255177   -1.39717    1.33513
## It.   80, RSS = 1.1937e-09, Par. =  0.000131956  0.000254883   -1.39187    1.34158
## It.   81, RSS = 1.19369e-09, Par. =  0.000131995  0.000254641    -1.3875    1.34685
## It.   82, RSS = 1.19369e-09, Par. =  0.000132028  0.000254441   -1.38386    1.35122
## It.   83, RSS = 1.19368e-09, Par. =  0.000132055  0.000254274   -1.38084    1.35485
## It.   84, RSS = 1.19368e-09, Par. =  0.000132077  0.000254135    -1.3783    1.35787
## It.   85, RSS = 1.19368e-09, Par. =  0.000132096  0.000254019   -1.37617    1.36041
## It.   86, RSS = 1.19368e-09, Par. =  0.000132112  0.000253921   -1.37439    1.36253
## It.   87, RSS = 1.19368e-09, Par. =  0.000132125  0.000253839   -1.37288    1.36432
## It.   88, RSS = 1.19368e-09, Par. =  0.000132137  0.000253769   -1.37161    1.36583
## It.   89, RSS = 1.19368e-09, Par. =  0.000132146  0.000253711   -1.37053    1.36711
## It.   90, RSS = 1.19368e-09, Par. =  0.000132154  0.000253661   -1.36962    1.36818
## It.   91, RSS = 1.19368e-09, Par. =  0.000132161  0.000253619   -1.36885    1.36909
## It.   92, RSS = 1.19368e-09, Par. =  0.000132167  0.000253584    -1.3682    1.36987
## It.   93, RSS = 1.19368e-09, Par. =  0.000132172  0.000253554   -1.36764    1.37052
## It.   94, RSS = 1.19368e-09, Par. =  0.000132176  0.000253528   -1.36717    1.37108
## It.   95, RSS = 1.19368e-09, Par. =  0.00013218  0.000253506   -1.36677    1.37155
## It.   96, RSS = 1.19368e-09, Par. =  0.000132183  0.000253488   -1.36643    1.37195
## It.   97, RSS = 1.19368e-09, Par. =  0.000132185  0.000253472   -1.36614    1.37229
## It.    0, RSS = 1.7603e-08, Par. =     0.0001     0.0002         -2         10
## It.    1, RSS = 6.92788e-09, Par. = -0.00105935  0.000230343   -16.6739    50.7594
## It.    2, RSS = 5.76947e-09, Par. = -0.00109167  0.000244283   -16.6236    49.5568
## It.    3, RSS = 4.75314e-09, Par. = -0.00117519  0.000268798   -16.7561    46.2663
## It.    4, RSS = 4.00474e-09, Par. = -0.00136517  0.000318483   -16.6975    41.5076
## It.    5, RSS = 2.84407e-09, Par. = -0.00149832  0.000377798    -17.196    39.1012
## It.    6, RSS = 2.47255e-09, Par. = -0.00147611  0.000389124   -17.4628     39.005
## It.    7, RSS = 2.45863e-09, Par. = -0.00141059  0.000403978   -18.3105    38.8259
## It.    8, RSS = 2.4386e-09, Par. = -0.00135821  0.000417336   -19.0846     38.579
## It.    9, RSS = 2.42407e-09, Par. = -0.00132537  0.000427012   -19.6247    38.3509
## It.   10, RSS = 2.41471e-09, Par. = -0.00126341  0.000444996   -20.6321     37.907
## It.   11, RSS = 2.39543e-09, Par. = -0.00120809  0.000464732   -21.6825    37.2734
## It.   12, RSS = 2.37641e-09, Par. = -0.00115969  0.000484967   -22.6998    36.5059
## It.   13, RSS = 2.35913e-09, Par. = -0.00112088  0.000503551    -23.583    35.7016
## It.   14, RSS = 2.34788e-09, Par. = -0.00109917  0.000515454   -24.1142    35.1306
## It.   15, RSS = 2.34016e-09, Par. = -0.00105601  0.000537604    -25.108    34.0349
## It.   16, RSS = 2.32624e-09, Par. = -0.00101588  0.000561533   -26.1045      32.71
## It.   17, RSS = 2.31252e-09, Par. = -0.000982677  0.000583525   -26.9465    31.3825
## It.   18, RSS = 2.30344e-09, Par. = -0.000961905  0.000598465   -27.4714    30.4181
## It.   19, RSS = 2.29716e-09, Par. = -0.000920543  0.000626283   -28.4393    28.5499
## It.   20, RSS = 2.28446e-09, Par. = -0.00088063  0.000656049   -29.3497    26.3814
## It.   21, RSS = 2.27236e-09, Par. = -0.000845745  0.000683302   -30.0668    24.2568
## It.   22, RSS = 2.26422e-09, Par. = -0.00082164  0.000702592   -30.4961    22.6684
## It.   23, RSS = 2.25825e-09, Par. = -0.000773102  0.000738428   -31.2467    19.5709
## It.   24, RSS = 2.24443e-09, Par. = -0.000724493  0.000775769   -31.7889    16.1187
## It.   25, RSS = 2.23413e-09, Par. = -0.000691345  0.000801348   -31.9743    13.6258
## It.   26, RSS = 2.22558e-09, Par. = -0.000622461  0.000848411   -32.1715    8.73055
## It.   27, RSS =  2.207e-09, Par. = -0.000558376  0.000891729   -31.8406    3.96268
## It.   28, RSS = 2.18424e-09, Par. = -0.000423975  0.000970164   -30.3992   -5.39894
## It.   29, RSS = 2.17443e-09, Par. = -0.000408791  0.000986951   -29.5077   -6.55381
## It.   30, RSS = 2.16141e-09, Par. = -0.000356002  0.00101096   -28.1976   -9.62779
## It.   31, RSS = 2.15149e-09, Par. = -0.000330817  0.00102267   -27.3881   -10.9496
## It.   32, RSS = 2.14079e-09, Par. = -0.000275506  0.00104463   -25.6692   -13.7534
## It.   33, RSS = 2.1263e-09, Par. = -0.000226572  0.00106396    -23.818   -15.8277
## It.   34, RSS = 2.10726e-09, Par. = -0.000179214  0.00108135   -21.8351   -17.4405
## It.   35, RSS = 2.08531e-09, Par. = -0.000134008  0.00109711   -19.7384   -18.5377
## It.   36, RSS = 2.05822e-09, Par. = -9.11561e-05  0.00111139   -17.5573   -19.0808
## It.   37, RSS = 2.02367e-09, Par. = -5.08629e-05  0.00112425   -15.3236   -19.0386
## It.   38, RSS = 1.97808e-09, Par. = -1.33248e-05  0.00113572   -13.0717   -18.3894
## It.   39, RSS = 1.91594e-09, Par. =  2.12825e-05  0.00114572   -10.8377   -17.1251
## It.   40, RSS = 1.82906e-09, Par. =  5.28127e-05  0.0011542   -8.65872   -15.2539
## It.   41, RSS = 1.69365e-09, Par. =  7.97836e-05  0.00116114   -6.66897   -12.9057
## It.   42, RSS = 1.54285e-09, Par. =  0.000104511  0.00116702   -4.74572   -10.0407
## It.   43, RSS = 1.33144e-09, Par. =  0.000122356  0.0011709   -3.24742    -7.1702
## It.   44, RSS = 1.25453e-09, Par. =  0.00012609  0.00104214   -2.92265   -5.90555
## It.   45, RSS = 1.25369e-09, Par. =  0.000125947  0.00101597   -2.93893   -5.86135
## It.   46, RSS = 1.25325e-09, Par. =  0.000126069  0.000963721    -2.9187   -5.62676
## It.   47, RSS = 1.25275e-09, Par. =  0.000126209  0.00091854   -2.89659   -5.40215
## It.   48, RSS = 1.25253e-09, Par. =  0.000126482  0.000828193   -2.85183   -4.94077
## It.   49, RSS = 1.25089e-09, Par. =  0.000126723  0.000783119   -2.81564   -4.64719
## It.   50, RSS = 1.25012e-09, Par. =  0.000126936  0.000740984   -2.78296   -4.37765
## It.   51, RSS = 1.25002e-09, Par. =  0.000127356  0.000656751   -2.71539   -3.81635
## It.   52, RSS = 1.24694e-09, Par. =  0.00012775  0.000614839   -2.65731   -3.44562
## It.   53, RSS = 1.24572e-09, Par. =  0.000128059  0.000583124    -2.6123   -3.16622
## It.   54, RSS = 1.24455e-09, Par. =  0.000128625  0.000519713   -2.52388   -2.59661
## It.   55, RSS = 1.24124e-09, Par. =  0.000129485  0.000456715   -2.39474   -1.90296
## It.   56, RSS = 1.2369e-09, Par. =  0.000130704  0.000394269   -2.21629   -1.08873
## It.   57, RSS = 1.23139e-09, Par. =  0.000132514  0.000332844   -1.95684  -0.117264
## It.   58, RSS = 1.2136e-09, Par. =  0.000134282  0.000306518   -1.72648   0.452322
## It.   59, RSS = 1.20559e-09, Par. =  0.000135698  0.000287422   -1.54888   0.832817
## It.   60, RSS = 1.19798e-09, Par. =  0.000137399  0.000264864   -1.31974    1.30242
## It.   61, RSS = 1.18846e-09, Par. =  0.000138326  0.000263713   -1.23031    1.32322
## It.   62, RSS = 1.18231e-09, Par. =  0.000139035  0.00025724    -1.1356    1.45755
## It.   63, RSS = 1.17301e-09, Par. =  0.000139926  0.000250233   -1.01922    1.59834
## It.   64, RSS = 1.15897e-09, Par. =  0.000140801  0.000245684  -0.912013    1.67805
## It.   65, RSS = 1.13418e-09, Par. =  0.00014176  0.00023997   -0.78172    1.77783
## It.   66, RSS = 1.08312e-09, Par. =  0.000142843  0.000234818  -0.630436    1.85009
## It.   67, RSS = 9.94399e-10, Par. =  0.000143928  0.000229805  -0.455321    1.90644
## It.   68, RSS = 9.4151e-10, Par. =  0.000144503  0.000227272  -0.328638    1.92592
## It.   69, RSS = 9.39333e-10, Par. =  0.00014456  0.000227137  -0.305325    1.93007
## It.   70, RSS = 9.39323e-10, Par. =  0.000144567  0.000227205  -0.305945    1.92841
## It.   71, RSS = 9.39323e-10, Par. =  0.000144567  0.000227199  -0.305756    1.92855
## It.   72, RSS = 9.39323e-10, Par. =  0.000144567  0.0002272  -0.305774    1.92853
## It.    0, RSS = 1.52087e-08, Par. =     0.0001     0.0002         -2         10
## It.    1, RSS = 6.48721e-09, Par. = -0.000959593  0.000230853    -16.241     48.045
## It.    2, RSS = 4.65528e-09, Par. = -0.000838249  0.000430726   -29.8678    42.3667
## It.    3, RSS = 2.62358e-09, Par. = -0.000890949  0.00045024   -28.4775    41.7082
## It.    4, RSS = 2.07115e-09, Par. = -0.00103369  0.000483303   -26.2175    39.2118
## It.    5, RSS = 1.99619e-09, Par. = -0.00103999  0.000592543   -29.6267    34.7643
## It.    6, RSS = 1.95687e-09, Par. = -0.000984278  0.000688381   -33.1713     30.707
## It.    7, RSS = 1.8891e-09, Par. = -0.000929916  0.000779024   -36.1469    25.4425
## It.    8, RSS = 1.83621e-09, Par. = -0.000864243  0.0008641   -38.1369    19.2001
## It.    9, RSS = 1.80678e-09, Par. = -0.000782636  0.000940429   -38.9994    12.2094
## It.   10, RSS = 1.79359e-09, Par. = -0.000749014  0.000965345     -38.68    9.43155
## It.   11, RSS = 1.78459e-09, Par. = -0.000669168  0.00100937   -38.1833    3.87028
## It.   12, RSS = 1.76621e-09, Par. = -0.00049463  0.00108327   -35.6325   -7.46999
## It.   13, RSS = 1.7606e-09, Par. = -0.000461831  0.00109593   -33.8706   -9.17925
## It.   14, RSS = 1.74699e-09, Par. = -0.000424159  0.00110376   -32.7294   -10.9795
## It.   15, RSS = 1.74167e-09, Par. = -0.000342356  0.00111837   -30.0991   -14.7987
## It.   16, RSS = 1.73952e-09, Par. = -0.000269614  0.00112992   -27.1986   -17.5703
## It.   17, RSS = 1.70203e-09, Par. = -0.000234205  0.00113564    -25.553   -18.4994
## It.   18, RSS = 1.68975e-09, Par. = -0.000211498  0.00113879   -24.4991   -19.0514
## It.   19, RSS = 1.68244e-09, Par. = -0.000162022  0.00114482   -22.2036   -20.2313
## It.   20, RSS = 1.66126e-09, Par. = -0.000118851  0.00115102   -19.9436   -20.7322
## It.   21, RSS = 1.63339e-09, Par. = -7.8766e-05  0.00115761   -17.7235   -20.8143
## It.   22, RSS = 1.59755e-09, Par. = -4.31278e-05  0.00116464   -15.6141   -20.4588
## It.   23, RSS = 1.5533e-09, Par. = -1.17912e-05  0.0011717   -13.6389   -19.7099
## It.   24, RSS = 1.49991e-09, Par. =  1.56532e-05  0.00117844   -11.8071   -18.6265
## It.   25, RSS = 1.4364e-09, Par. =  3.97073e-05  0.00118459   -10.1172   -17.2679
## It.   26, RSS = 1.3873e-09, Par. =  4.68178e-05  0.00118665   -9.57797   -16.6192
## It.   27, RSS = 1.33844e-09, Par. =  6.20799e-05  0.00119034   -8.46732   -15.5184
## It.   28, RSS = 1.3166e-09, Par. =  9.03152e-05  0.00119714   -6.33167   -13.0132
## It.   29, RSS = 1.11408e-09, Par. =  0.000100002  0.00119981   -5.45775   -11.3365
## It.   30, RSS = 1.0676e-09, Par. =  0.000121309  0.00120424   -3.76268   -8.58247
## It.   31, RSS = 9.1419e-10, Par. =  0.000131091  0.00115397   -2.78175   -6.08643
## It.   32, RSS = 9.07254e-10, Par. =  0.000129338  0.00108719   -2.97577   -6.32002
## It.   33, RSS = 9.05711e-10, Par. =  0.000129281  0.00103078   -2.97025   -6.08892
## It.   34, RSS = 9.05476e-10, Par. =  0.000129365  0.00100148   -2.95686   -5.94837
## It.   35, RSS = 9.05239e-10, Par. =  0.000129499  0.000942852   -2.93369   -5.67901
## It.   36, RSS = 9.04869e-10, Par. =  0.000129669  0.000884264   -2.90525   -5.37996
## It.   37, RSS = 9.04584e-10, Par. =  0.00012976  0.000864409    -2.8913   -5.25989
## It.   38, RSS = 9.04299e-10, Par. =  0.000129888  0.000824661   -2.86954   -5.04147
## It.   39, RSS = 9.03957e-10, Par. =  0.000130033  0.000788483   -2.84579   -4.82416
## It.   40, RSS = 9.03877e-10, Par. =  0.000130322  0.000716149   -2.79684   -4.37592
## It.   41, RSS = 9.02703e-10, Par. =  0.000130565  0.000680097   -2.75867   -4.09499
## It.   42, RSS = 9.02232e-10, Par. =  0.000130765  0.000649908   -2.72708   -3.86248
## It.   43, RSS = 9.01957e-10, Par. =  0.000131149  0.000589553   -2.66339   -3.38548
## It.   44, RSS = 9.00889e-10, Par. =  0.000131695  0.00052944    -2.5757   -2.82069
## It.   45, RSS = 8.99707e-10, Par. =  0.000132421  0.000469617    -2.4614   -2.17234
## It.   46, RSS = 8.98481e-10, Par. =  0.000133416  0.000410271   -2.30743   -1.41666
## It.   47, RSS = 8.98006e-10, Par. =  0.000134853  0.000351775   -2.08985  -0.522762
## It.   48, RSS = 8.90078e-10, Par. =  0.000136237  0.00032387   -1.89664  0.0440176
## It.   49, RSS = 8.88772e-10, Par. =  0.000137136  0.00031025   -1.78155   0.318765
## It.   50, RSS = 8.88379e-10, Par. =  0.000137578  0.000305071   -1.72847    0.42545
## It.   51, RSS = 8.88249e-10, Par. =  0.000137846  0.000301367   -1.69462   0.500113
## It.   52, RSS =  8.882e-10, Par. =   0.000138  0.000299574   -1.67623   0.536712
## It.   53, RSS = 8.88182e-10, Par. =  0.000138096  0.000298355   -1.66434   0.561538
## It.   54, RSS = 8.88174e-10, Par. =  0.000138155  0.000297657   -1.65724   0.575775
## It.   55, RSS = 8.88171e-10, Par. =  0.000138192  0.000297204    -1.6527   0.585018
## It.   56, RSS = 8.8817e-10, Par. =  0.000138215  0.000296926   -1.64989    0.59068
## It.   57, RSS = 8.8817e-10, Par. =  0.00013823  0.000296749   -1.64809   0.594308
## It.   58, RSS = 8.8817e-10, Par. =  0.000138239  0.000296637   -1.64696   0.596583
## It.   59, RSS = 8.88169e-10, Par. =  0.000138245  0.000296566   -1.64624   0.598033
## It.   60, RSS = 8.88169e-10, Par. =  0.000138249  0.000296522   -1.64578    0.59894
## It.   61, RSS = 8.88169e-10, Par. =  0.000138251  0.000296493   -1.64549   0.599533
## It.    0, RSS = 1.37496e-08, Par. =     0.0001     0.0002         -2         10
## It.    1, RSS = 6.98656e-09, Par. = -0.000832568  0.000231452   -15.2973    43.8433
## It.    2, RSS = 5.86932e-09, Par. = -0.000744247  0.0004157   -26.9154    37.3809
## It.    3, RSS = 2.56687e-09, Par. = -0.000958796  0.000512337   -23.6272    31.9163
## It.    4, RSS = 2.24331e-09, Par. = -0.000917804  0.000528814   -24.7329    31.6743
## It.    5, RSS = 2.24126e-09, Par. = -0.000885026  0.000567182   -26.6102    30.2842
## It.    6, RSS = 2.21048e-09, Par. = -0.000875887  0.000586765   -27.3937    29.3758
## It.    7, RSS = 2.20361e-09, Par. = -0.000851778  0.000621935   -28.8223    27.7267
## It.    8, RSS = 2.19067e-09, Par. = -0.000827295  0.00066015   -30.2139    25.6637
## It.    9, RSS = 2.17849e-09, Par. = -0.000801989  0.000697588   -31.4052    23.3727
## It.   10, RSS = 2.17082e-09, Par. = -0.000788786  0.000716577    -31.887    22.0639
## It.   11, RSS = 2.16439e-09, Par. = -0.000759059  0.000751256   -32.7824     19.544
## It.   12, RSS = 2.15538e-09, Par. = -0.000726037  0.00078648   -33.4696    16.6728
## It.   13, RSS = 2.15309e-09, Par. = -0.000658072  0.000847201   -34.2951    11.1098
## It.   14, RSS = 2.1332e-09, Par. = -0.000618761  0.000876027   -34.0758    7.88195
## It.   15, RSS = 2.12085e-09, Par. = -0.000526821  0.000926563   -33.3912    1.39783
## It.   16, RSS = 2.10252e-09, Par. = -0.000318738  0.00100649   -29.5538   -11.8402
## It.   17, RSS = 2.07489e-09, Par. = -0.000313816  0.00101579   -28.1002   -11.6431
## It.   18, RSS = 2.06515e-09, Par. = -0.000269276  0.00102386   -26.3804   -13.5134
## It.   19, RSS = 2.05065e-09, Par. = -0.000224687  0.00103072   -24.5956   -15.1688
## It.   20, RSS = 2.03864e-09, Par. = -0.000206351  0.00103375   -23.7563   -15.6883
## It.   21, RSS = 2.02582e-09, Par. = -0.000166522  0.00103895   -22.0163   -16.8945
## It.   22, RSS = 2.01268e-09, Par. = -0.000151621  0.00104143   -21.2604   -17.1584
## It.   23, RSS = 1.99771e-09, Par. = -0.00011938  0.00104566   -19.7005   -17.8349
## It.   24, RSS = 1.98213e-09, Par. = -0.000103409  0.00104823   -18.8449   -17.9823
## It.   25, RSS = 1.9646e-09, Par. = -6.87234e-05  0.00105306   -17.0156   -18.3384
## It.   26, RSS = 1.9325e-09, Par. = -3.98502e-05  0.00105835    -15.353   -18.2506
## It.   27, RSS = 1.9049e-09, Par. = -2.65877e-05  0.00106132   -14.5403   -18.0235
## It.   28, RSS = 1.87734e-09, Par. =  6.71311e-07  0.00106696   -12.8788   -17.6214
## It.   29, RSS = 1.8289e-09, Par. =  2.30498e-05  0.00107252   -11.3978   -16.8601
## It.   30, RSS = 1.79251e-09, Par. =  3.26713e-05  0.00107519   -10.7244   -16.3417
## It.   31, RSS = 1.74699e-09, Par. =  5.25721e-05  0.00108012   -9.35251   -15.3829
## It.   32, RSS = 1.69455e-09, Par. =  6.32994e-05  0.00108314   -8.54634   -14.5525
## It.   33, RSS = 1.63105e-09, Par. =  8.5039e-05  0.00108856   -6.94596   -12.9401
## It.   34, RSS = 1.53186e-09, Par. =  9.45521e-05  0.00109126   -6.14803    -11.732
## It.   35, RSS = 1.44268e-09, Par. =  0.00011279  0.00109547   -4.71419   -9.73056
## It.   36, RSS = 1.35481e-09, Par. =  0.000116701  0.00109661   -4.33228    -8.8856
## It.   37, RSS = 1.2906e-09, Par. =  0.000126184  0.00109857   -3.55071   -7.54676
## It.   38, RSS = 1.25978e-09, Par. =  0.000133513  0.00104045   -2.87507   -5.94525
## It.   39, RSS = 1.25807e-09, Par. =  0.000132316  0.00100386   -2.97425   -6.00966
## It.   40, RSS = 1.25736e-09, Par. =  0.000132468  0.00093398   -2.94637   -5.67952
## It.   41, RSS = 1.25679e-09, Par. =  0.000132588  0.000906037   -2.92832   -5.51956
## It.   42, RSS = 1.25612e-09, Par. =  0.000132755  0.00085011   -2.90001   -5.22565
## It.   43, RSS = 1.25541e-09, Par. =  0.000132914  0.000813687   -2.87489   -5.00475
## It.   44, RSS = 1.25461e-09, Par. =  0.000133193  0.000740833   -2.82777   -4.56574
## It.   45, RSS = 1.25299e-09, Par. =  0.00013359  0.000668119   -2.76329   -4.04848
## It.   46, RSS = 1.25095e-09, Par. =  0.000134105  0.000595563   -2.68091   -3.45781
## It.   47, RSS = 1.24824e-09, Par. =  0.000134789  0.000523257   -2.57255   -2.77217
## It.   48, RSS = 1.24449e-09, Par. =  0.000135744  0.000451365   -2.42389   -1.96096
## It.   49, RSS = 1.23921e-09, Par. =  0.000137154  0.000380235   -2.20836  -0.980036
## It.   50, RSS = 1.23354e-09, Par. =  0.00013942  0.000310695   -1.87075   0.231082
## It.   51, RSS = 1.1991e-09, Par. =  0.000141388  0.000293973   -1.61591   0.711336
## It.   52, RSS = 1.19203e-09, Par. =  0.000143844  0.000256267   -1.26859    1.49553
## It.   53, RSS = 1.15726e-09, Par. =  0.000145136  0.000258903   -1.14109    1.44358
## It.   54, RSS = 1.13729e-09, Par. =  0.000146147  0.000249328  -0.987251    1.65886
## It.   55, RSS = 1.09981e-09, Par. =  0.000147492  0.000241409  -0.803755    1.80975
## It.   56, RSS = 1.02704e-09, Par. =  0.000148813  0.000236048   -0.61803    1.87816
## It.   57, RSS = 9.18779e-10, Par. =  0.000150004  0.000230766   -0.41215    1.93346
## It.   58, RSS = 8.86584e-10, Par. =  0.000150391  0.00022984  -0.315368    1.92447
## It.   59, RSS = 8.86098e-10, Par. =  0.000150397  0.000230592  -0.327114    1.90942
## It.   60, RSS = 8.86016e-10, Par. =  0.000150408  0.000230336  -0.319591    1.91544
## It.   61, RSS = 8.85994e-10, Par. =  0.000150405  0.000230477  -0.323244    1.91201
## It.   62, RSS = 8.85989e-10, Par. =  0.000150407  0.000230405  -0.321294    1.91374
## It.   63, RSS = 8.85987e-10, Par. =  0.000150406  0.000230443  -0.322297    1.91282
## It.   64, RSS = 8.85987e-10, Par. =  0.000150407  0.000230423  -0.321771     1.9133
## It.   65, RSS = 8.85986e-10, Par. =  0.000150407  0.000230434  -0.322044    1.91305
## It.   66, RSS = 8.85986e-10, Par. =  0.000150407  0.000230428  -0.321902    1.91318
## It.   67, RSS = 8.85986e-10, Par. =  0.000150407  0.000230431  -0.321976    1.91311
## It.   68, RSS = 8.85986e-10, Par. =  0.000150407  0.00023043  -0.321938    1.91315
## It.    0, RSS = 1.14029e-08, Par. =     0.0001     0.0002         -2         10
## It.    1, RSS = 7.71756e-09, Par. = -0.000646305  0.000234362   -14.2665    37.9925
## It.    2, RSS = 3.90311e-09, Par. = -0.000766279  0.000270944   -13.7598    34.9768
## It.    3, RSS = 3.23363e-09, Par. = -0.000838429  0.000287843   -13.5814    33.7929
## It.    4, RSS = 2.66648e-09, Par. = -0.00098549  0.000321739   -13.4462    31.6715
## It.    5, RSS = 2.43819e-09, Par. = -0.00100535  0.000342319   -13.7799    31.1073
## It.    6, RSS = 2.41527e-09, Par. = -0.000979768  0.000352556   -14.2547    30.9382
## It.    7, RSS = 2.3981e-09, Par. = -0.000921539  0.000368234   -15.1986     30.695
## It.    8, RSS = 2.37046e-09, Par. = -0.000869503  0.000385787   -16.2241    30.2632
## It.    9, RSS = 2.34177e-09, Par. = -0.000826356  0.000403916   -17.2179    29.6778
## It.   10, RSS = 2.31787e-09, Par. = -0.000788878  0.000422469   -18.1762    28.9598
## It.   11, RSS = 2.29727e-09, Par. = -0.000755613  0.000441353   -19.0954    28.1154
## It.   12, RSS = 2.28285e-09, Par. = -0.00074072  0.000451982    -19.565    27.5704
## It.   13, RSS = 2.2711e-09, Par. = -0.000709424  0.000471434    -20.439    26.5504
## It.   14, RSS = 2.25531e-09, Par. = -0.000680082  0.000492594   -21.3136    25.3056
## It.   15, RSS = 2.24321e-09, Par. = -0.000664516  0.000505808    -21.796    24.4528
## It.   16, RSS = 2.23321e-09, Par. = -0.000632573  0.000530027   -22.6771     22.826
## It.   17, RSS = 2.21826e-09, Par. = -0.000601471  0.000556196   -23.5046    20.8963
## It.   18, RSS = 2.20719e-09, Par. = -0.000584628  0.000571899   -23.9055    19.6498
## It.   19, RSS = 2.19779e-09, Par. = -0.000549206  0.000600604   -24.6225    17.2528
## It.   20, RSS = 2.1833e-09, Par. = -0.000513303  0.000630823   -25.1808    14.5218
## It.   21, RSS = 2.18142e-09, Par. = -0.000444658  0.000684242   -25.8536    9.28538
## It.   22, RSS = 2.14878e-09, Par. = -0.000411365  0.000712524    -25.697    6.30361
## It.   23, RSS = 2.12902e-09, Par. = -0.000332699  0.000762323   -25.1814   0.435916
## It.   24, RSS = 2.11765e-09, Par. = -0.000255697  0.000807112   -23.6573   -5.12702
## It.   25, RSS = 2.0917e-09, Par. = -0.000220116  0.000826791   -22.4415   -7.24924
## It.   26, RSS = 2.09094e-09, Par. = -0.000142757  0.00085805   -20.0184   -11.4593
## It.   27, RSS = 2.04208e-09, Par. = -0.000110058  0.000873156   -18.4067   -12.5714
## It.   28, RSS = 2.01638e-09, Par. = -9.21092e-05  0.000879754   -17.5684    -13.064
## It.   29, RSS = 1.99997e-09, Par. = -5.30833e-05  0.000892124   -15.7533   -14.1731
## It.   30, RSS = 1.96579e-09, Par. = -2.01517e-05  0.00090314    -13.962   -14.5493
## It.   31, RSS = 1.92343e-09, Par. =  1.11575e-05  0.000913005    -12.138   -14.4826
## It.   32, RSS = 1.86971e-09, Par. =  4.02301e-05  0.000921868   -10.3002   -13.9158
## It.   33, RSS = 1.79828e-09, Par. =  6.69349e-05  0.000929651   -8.48129    -12.844
## It.   34, RSS = 1.70193e-09, Par. =  9.09502e-05  0.000936274   -6.72659   -11.2898
## It.   35, RSS = 1.57981e-09, Par. =  0.000112408  0.000942127   -5.05251   -9.28782
## It.   36, RSS = 1.47993e-09, Par. =  0.000115977  0.000943332   -4.73861   -8.62724
## It.   37, RSS = 1.42275e-09, Par. =  0.000124454  0.000945351    -4.0619   -7.66796
## It.   38, RSS = 1.41469e-09, Par. =  0.000139383  0.000939347   -2.79835   -5.57032
## It.   39, RSS = 1.36498e-09, Par. =  0.000135968  0.000915435   -3.07521   -5.84313
## It.   40, RSS = 1.3633e-09, Par. =  0.000135886  0.000862386   -3.04869   -5.52372
## It.   41, RSS = 1.36273e-09, Par. =  0.000136057  0.000827526    -3.0227   -5.30346
## It.   42, RSS = 1.36212e-09, Par. =  0.00013634  0.000757792    -2.9755   -4.86849
## It.   43, RSS = 1.36086e-09, Par. =  0.000136737  0.000688183   -2.91196   -4.36093
## It.   44, RSS = 1.35929e-09, Par. =  0.000137243  0.000618712   -2.83216   -3.78684
## It.   45, RSS = 1.35725e-09, Par. =  0.000137901  0.000549449   -2.72946   -3.12834
## It.   46, RSS = 1.3545e-09, Par. =  0.000138793  0.000480518   -2.59255   -2.36076
## It.   47, RSS = 1.35067e-09, Par. =  0.000140061  0.000412155   -2.40158   -1.44938
## It.   48, RSS = 1.34562e-09, Par. =  0.000141989  0.000344873   -2.11841  -0.346609
## It.   49, RSS = 1.32431e-09, Par. =  0.000143954  0.000315688   -1.85667   0.323635
## It.   50, RSS = 1.31905e-09, Par. =  0.000144961  0.000307299   -1.74328   0.509699
## It.   51, RSS = 1.31069e-09, Par. =  0.000146089  0.00028934   -1.58673    0.88546
## It.   52, RSS = 1.30879e-09, Par. =  0.000148455  0.00025751   -1.24991    1.60183
## It.   53, RSS = 1.28583e-09, Par. =  0.000149315  0.000265013   -1.20582      1.401
## It.   54, RSS = 1.2717e-09, Par. =  0.00015045  0.000251036   -1.01228    1.74047
## It.   55, RSS = 1.24524e-09, Par. =  0.000151554  0.000250097  -0.902498    1.72346
## It.   56, RSS = 1.20602e-09, Par. =  0.000152572  0.000243779   -0.74854     1.8468
## It.   57, RSS = 1.10552e-09, Par. =  0.000154003  0.000237126  -0.535998    1.93849
## It.   58, RSS = 9.68821e-10, Par. =  0.000155171  0.00023315  -0.320619    1.95145
## It.   59, RSS = 9.60096e-10, Par. =  0.000155215  0.000233565  -0.280669    1.94245
## It.   60, RSS = 9.59814e-10, Par. =  0.000155208  0.000234044   -0.29397    1.93193
## It.   61, RSS = 9.59733e-10, Par. =  0.00015522  0.000233801  -0.286089    1.93784
## It.   62, RSS = 9.59703e-10, Par. =  0.000155213  0.000233951  -0.290685    1.93422
## It.   63, RSS = 9.59693e-10, Par. =  0.000155218  0.000233865  -0.287957    1.93631
## It.   64, RSS = 9.59689e-10, Par. =  0.000155215  0.000233916  -0.289561    1.93506
## It.   65, RSS = 9.59688e-10, Par. =  0.000155217  0.000233886  -0.288612    1.93579
## It.   66, RSS = 9.59687e-10, Par. =  0.000155216  0.000233904  -0.289171    1.93536
## It.   67, RSS = 9.59687e-10, Par. =  0.000155216  0.000233893  -0.288841    1.93561
## It.   68, RSS = 9.59687e-10, Par. =  0.000155216  0.0002339  -0.289036    1.93546
## It.   69, RSS = 9.59687e-10, Par. =  0.000155216  0.000233896  -0.288921    1.93555
## It.   70, RSS = 9.59687e-10, Par. =  0.000155216  0.000233898  -0.288989     1.9355
## It.   71, RSS = 9.59687e-10, Par. =  0.000155216  0.000233897  -0.288949    1.93553
## It.    0, RSS = 1.09775e-08, Par. =     0.0001     0.0002         -2         10
## It.    1, RSS = 1.00282e-08, Par. = -0.000449341  0.000241092   -14.7272    33.3719
## It.    2, RSS = 3.41034e-09, Par. = -0.000763433   0.000315   -12.5627     27.722
## It.    3, RSS = 2.71212e-09, Par. = -0.000800678  0.00033222   -12.4593    27.2367
## It.    4, RSS = 2.6491e-09, Par. = -0.000752996  0.000358882   -13.6495    26.6882
## It.    5, RSS = 2.61924e-09, Par. = -0.000748302  0.000365618   -13.9261    26.4616
## It.    6, RSS = 2.59813e-09, Par. = -0.00072511  0.000376678   -14.4881    26.1788
## It.    7, RSS = 2.57514e-09, Par. = -0.000684472  0.000396146   -15.5081    25.6071
## It.    8, RSS = 2.54106e-09, Par. = -0.000649149  0.000418337   -16.5844    24.7662
## It.    9, RSS = 2.50872e-09, Par. = -0.000619468  0.000441064   -17.5889    23.7442
## It.   10, RSS = 2.48755e-09, Par. = -0.000605683  0.000454511   -18.1116    23.0467
## It.   11, RSS = 2.47064e-09, Par. = -0.00057611  0.000478553   -19.0608    21.7505
## It.   12, RSS = 2.44766e-09, Par. = -0.000547649  0.00050506   -19.9874    20.1276
## It.   13, RSS = 2.43015e-09, Par. = -0.000531291  0.000522297   -20.4853    18.9573
## It.   14, RSS = 2.41581e-09, Par. = -0.000497072  0.000553103    -21.352    16.7369
## It.   15, RSS = 2.39336e-09, Par. = -0.000461609  0.000586213   -22.0571    14.0705
## It.   16, RSS = 2.37606e-09, Par. = -0.000435494  0.000610021   -22.3629     11.965
## It.   17, RSS = 2.35986e-09, Par. = -0.00038077  0.000652079   -22.7415    7.90105
## It.   18, RSS = 2.32863e-09, Par. = -0.000322297  0.000693239   -22.4977    3.42842
## It.   19, RSS = 2.29154e-09, Par. = -0.00019691  0.000762802   -20.8846   -5.23123
## It.   20, RSS = 2.26641e-09, Par. = -0.000184531  0.000777031    -19.776   -5.94012
## It.   21, RSS = 2.23997e-09, Par. = -0.000134148  0.00079463     -18.21   -8.43907
## It.   22, RSS = 2.21901e-09, Par. = -0.00011798  0.000800988   -17.5053   -9.02126
## It.   23, RSS = 2.19473e-09, Par. = -8.1059e-05  0.000811805   -16.0803   -10.4444
## It.   24, RSS = 2.17057e-09, Par. = -6.36392e-05  0.000817425   -15.2626   -10.8799
## It.   25, RSS = 2.14244e-09, Par. = -2.47658e-05  0.000827781   -13.5041   -11.8698
## It.   26, RSS = 2.09249e-09, Par. =  7.66669e-06  0.000837131   -11.7732   -12.1237
## It.   27, RSS = 2.02895e-09, Par. =  3.83107e-05  0.000845553   -10.0168   -11.9252
## It.   28, RSS = 1.94661e-09, Par. =  6.6416e-05  0.000853158   -8.25802   -11.2096
## It.   29, RSS = 1.83478e-09, Par. =  9.13163e-05  0.000859831   -6.56839   -9.99744
## It.   30, RSS = 1.73404e-09, Par. =  9.80942e-05  0.000862055   -6.05222   -9.32127
## It.   31, RSS = 1.65054e-09, Par. =  0.000111788  0.000865514   -5.07698   -8.35765
## It.   32, RSS = 1.55799e-09, Par. =  0.000122732  0.000868433   -4.22282   -7.24148
## It.   33, RSS = 1.49654e-09, Par. =  0.000130466  0.000870332   -3.60562    -6.3228
## It.   34, RSS = 1.47314e-09, Par. =  0.000138277  0.00083102   -2.95641   -5.07031
## It.   35, RSS = 1.47068e-09, Par. =  0.000136852  0.000790905   -3.05291   -5.01314
## It.   36, RSS = 1.46845e-09, Par. =  0.000137327  0.000710831   -2.98111    -4.4473
## It.   37, RSS = 1.46504e-09, Par. =  0.00013794  0.000630948   -2.88848   -3.79247
## It.   38, RSS = 1.46032e-09, Par. =  0.000138765  0.000551348   -2.76566   -3.02976
## It.   39, RSS = 1.45338e-09, Par. =  0.000139925  0.00047222   -2.59592   -2.12401
## It.   40, RSS = 1.44238e-09, Par. =  0.000141665  0.000393956   -2.34712   -1.02352
## It.   41, RSS = 1.42501e-09, Par. =  0.000144519  0.000317492   -1.95093   0.342897
## It.   42, RSS = 1.3689e-09, Par. =  0.000147108  0.00029785    -1.6342   0.913664
## It.   43, RSS = 1.34659e-09, Par. =  0.000150317  0.000257035   -1.21277    1.78296
## It.   44, RSS = 1.28424e-09, Par. =  0.000151987  0.000259813   -1.05019    1.70371
## It.   45, RSS = 1.24458e-09, Par. =  0.000153403  0.000249125   -0.84378    1.93674
## It.   46, RSS = 1.17418e-09, Par. =  0.000154854  0.000245716  -0.676795    1.94729
## It.   47, RSS = 1.05732e-09, Par. =  0.000156266  0.000239431  -0.456408    2.02077
## It.   48, RSS = 9.85035e-10, Par. =  0.000157034  0.000237996  -0.306589     1.9861
## It.   49, RSS = 9.83776e-10, Par. =  0.000156945  0.000239505  -0.334482    1.96159
## It.   50, RSS = 9.83534e-10, Par. =  0.000156995  0.000238697   -0.30871    1.97813
## It.   51, RSS = 9.83276e-10, Par. =  0.000156958  0.00023941  -0.330035    1.96319
## It.   52, RSS = 9.83152e-10, Par. =  0.000156991  0.000238816  -0.311765     1.9756
## It.   53, RSS = 9.82785e-10, Par. =  0.000156976  0.000239079  -0.322126     1.9686
## It.   54, RSS = 9.82763e-10, Par. =  0.000156979  0.000239049  -0.318318    1.97074
## It.   55, RSS = 9.82759e-10, Par. =  0.000156974  0.000239152  -0.321399    1.96856
## It.   56, RSS = 9.82756e-10, Par. =  0.000156978  0.000239064  -0.318742    1.97038
## It.   57, RSS = 9.82749e-10, Par. =  0.000156976  0.000239106  -0.320345    1.96931
## It.   58, RSS = 9.82748e-10, Par. =  0.000156977  0.000239094  -0.319651    1.96975
## It.   59, RSS = 9.82748e-10, Par. =  0.000156976  0.000239114   -0.32023    1.96935
## It.   60, RSS = 9.82748e-10, Par. =  0.000156977  0.000239097  -0.319733    1.96969
## It.   61, RSS = 9.82748e-10, Par. =  0.000156976  0.000239106  -0.320045    1.96948
## It.   62, RSS = 9.82748e-10, Par. =  0.000156976  0.000239103  -0.319893    1.96958
## It.   63, RSS = 9.82748e-10, Par. =  0.000156976  0.000239107  -0.320021    1.96949
## It.   64, RSS = 9.82748e-10, Par. =  0.000156976  0.000239105  -0.319942    1.96954
## It.   65, RSS = 9.82748e-10, Par. =  0.000156976  0.000239105  -0.319978    1.96952
## It.    0, RSS = 9.97012e-09, Par. =     0.0001     0.0002         -2         10
## It.    1, RSS = 9.35537e-09, Par. = -0.000269625  0.000245835    -14.168    28.3827
## It.    2, RSS = 3.79089e-09, Par. = -0.000493881  0.000302788   -10.9511    23.4003
## It.    3, RSS = 3.5479e-09, Par. = -0.000538525  0.000314715    -10.868    22.7264
## It.    4, RSS = 3.41787e-09, Par. = -0.000524428  0.000341681   -11.8415    21.9931
## It.    5, RSS = 3.38968e-09, Par. = -0.000517688  0.000351406    -12.216    21.7018
## It.    6, RSS = 3.35196e-09, Par. = -0.000492037  0.000368762    -13.082    21.2061
## It.    7, RSS = 3.31296e-09, Par. = -0.00047243  0.000385794   -13.8849    20.5826
## It.    8, RSS = 3.30135e-09, Par. = -0.000434055  0.00041979   -15.4245    19.1722
## It.    9, RSS = 3.22895e-09, Par. = -0.000424697  0.000437519   -16.0278    18.1722
## It.   10, RSS = 3.2075e-09, Par. = -0.000392698  0.000471934   -17.2388    16.1846
## It.   11, RSS = 3.16314e-09, Par. = -0.000364267  0.000505932    -18.157    13.8155
## It.   12, RSS = 3.13766e-09, Par. = -0.000343334  0.000529296    -18.568     11.957
## It.   13, RSS = 3.11425e-09, Par. = -0.000297855  0.000569047    -19.137    8.43082
## It.   14, RSS = 3.07309e-09, Par. = -0.000245468  0.000608453   -19.0762    4.28984
## It.   15, RSS = 3.02496e-09, Par. = -0.000131125  0.00067114    -17.695   -3.66966
## It.   16, RSS = 2.99287e-09, Par. = -0.000130402  0.000678243   -17.0109   -3.70037
## It.   17, RSS = 2.97227e-09, Par. = -0.000105498  0.000687092   -16.1213   -4.94269
## It.   18, RSS = 2.93541e-09, Par. = -5.32819e-05  0.000701239   -14.3659   -7.32234
## It.   19, RSS = 2.90155e-09, Par. = -4.03606e-05  0.000705816   -13.6922   -7.61439
## It.   20, RSS = 2.8626e-09, Par. = -9.9158e-06  0.000712712   -12.3884   -8.55409
## It.   21, RSS = 2.81721e-09, Par. =  1.23702e-05  0.000718077   -11.2867   -8.95385
## It.   22, RSS = 2.78562e-09, Par. =  5.62451e-05  0.000727437   -9.06334   -9.51253
## It.   23, RSS = 2.70623e-09, Par. =  9.30777e-05  0.000737074   -6.71327   -8.72888
## It.   24, RSS = 2.47138e-09, Par. =  0.000121733  0.000745279   -4.66945   -7.04022
## It.   25, RSS = 2.24381e-09, Par. =  0.000143181  0.000751002   -2.97705   -4.86971
## It.   26, RSS = 2.11128e-09, Par. =  0.000144504  0.000695195   -2.83968   -4.09309
## It.   27, RSS = 2.10757e-09, Par. =  0.000144962  0.000642561   -2.77882   -3.68703
## It.   28, RSS = 2.10652e-09, Par. =  0.000145825  0.000537506   -2.64386   -2.77575
## It.   29, RSS = 2.08602e-09, Par. =  0.000146877  0.000485696   -2.49605    -2.0906
## It.   30, RSS = 2.07657e-09, Par. =  0.000147697  0.000451134   -2.38557   -1.62951
## It.   31, RSS = 2.06035e-09, Par. =  0.000149151  0.000382032   -2.17176  -0.690267
## It.   32, RSS = 2.03766e-09, Par. =  0.000150323  0.000369256   -2.02727  -0.356234
## It.   33, RSS = 2.01418e-09, Par. =  0.000151449  0.000341433   -1.87476    0.11807
## It.   34, RSS = 1.96077e-09, Par. =  0.000154084  0.000286643   -1.50288    1.16635
## It.   35, RSS = 1.87206e-09, Par. =  0.000156299  0.000279925   -1.23662    1.41114
## It.   36, RSS = 1.75283e-09, Par. =  0.0001586  0.000259667  -0.928067    1.83139
## It.   37, RSS = 1.50887e-09, Par. =  0.000161827  0.000242329  -0.479205    2.13982
## It.   38, RSS = 1.05182e-09, Par. =  0.000163567  0.000245288  -0.211685    1.85005
## It.   39, RSS = 9.86612e-10, Par. =  0.000163271  0.000245459  -0.183183    1.96078
## It.   40, RSS = 9.72192e-10, Par. =  0.000162941  0.000246687  -0.243215    1.92446
## It.   41, RSS = 9.66858e-10, Par. =  0.000163023  0.000246493  -0.217613    1.93461
## It.   42, RSS = 9.66753e-10, Par. =  0.000163045  0.000246359  -0.221154     1.9328
## It.   43, RSS = 9.66723e-10, Par. =  0.000163051  0.000246329  -0.218906    1.93415
## It.   44, RSS = 9.66721e-10, Par. =  0.000163048  0.000246327  -0.219978    1.93364
## It.   45, RSS = 9.6672e-10, Par. =  0.00016305  0.000246307   -0.21905    1.93427
## It.   46, RSS = 9.66718e-10, Par. =  0.000163049  0.000246312  -0.219639    1.93394
## It.   47, RSS = 9.66718e-10, Par. =  0.000163049  0.000246309  -0.219318    1.93412
## It.   48, RSS = 9.66718e-10, Par. =  0.000163049  0.000246314  -0.219571    1.93396
## It.   49, RSS = 9.66718e-10, Par. =  0.000163049  0.000246313  -0.219425    1.93404
## It.   50, RSS = 9.66718e-10, Par. =  0.000163049  0.000246313  -0.219496      1.934
## It.   51, RSS = 9.66718e-10, Par. =  0.000163049  0.000246313  -0.219455    1.93402
write_csv(Kd_intensity, "20180209_dN_hFis1_pep13_Kd_intensity.csv")

Kd_intensity
## # A tibble: 144 x 8
## # Groups:   wavelength [36]
##    wavelength   std.error statistic p.value         a        b      c    kd
##         <dbl>       <dbl>     <dbl>   <dbl>     <dbl>    <dbl>  <dbl> <dbl>
##  1        320     5.26e-1 -0.00382    0.997  -2.01e-3 NA         NA    NA  
##  2        320     4.43e+0  0.00147    0.999  NA        0.00654   NA    NA  
##  3        320     2.03e+4 -0.00280    0.998  NA       NA        -56.9  NA  
##  4        320     4.77e+4 -0.00119    0.999  NA       NA         NA   -56.9
##  5        321     4.65e+1  0.000227   1.000  NA        0.0105    NA    NA  
##  6        321     6.08e+1 -0.000192   1.000  -1.17e-2 NA         NA    NA  
##  7        321     2.73e+5  0.000118   1.000  NA       NA         NA    32.3
##  8        321     1.01e+6 -0.000209   1.000  NA       NA       -212.   NA  
##  9        322     2.56e-2 -0.0212     0.984  -5.42e-4 NA         NA    NA  
## 10        322     1.34e+0  0.00399    0.997  NA        0.00536   NA    NA  
## # … with 134 more rows
print(c(mean(Kd_intensity$kd, na.rm = T), "±", sd(Kd_intensity$kd, na.rm = T),
        "mean ± sd", "Kd from nlsLM() fit of 1/F vs. ln[pep13]"))
## [1] "-13.8210060683398"                       
## [2] "±"                                       
## [3] "25.1391158961845"                        
## [4] "mean ± sd"                               
## [5] "Kd from nlsLM() fit of 1/F vs. ln[pep13]"
# Inspect fit (change in inverse Fluorescence intensity)    ----------------------------

Kd_intensity_residuals <-  df_changeF %>%
  filter(., wavelength >= 320 & wavelength <= 355 & lnC > 0) %>%
  group_by(., wavelength) %>%
  do(augment(nlsLM(inv_F ~ a + ((b - a) / (1 + exp((kd - lnC)/c))),
                start = list(a = 0.0001, b = 0.0002, c = -2, kd = 10), 
                trace = TRUE,
                control = nls.control(maxiter = 200, tol = 1e-6), .)))
## It.    0, RSS = 5.00233e-08, Par. =     0.0001     0.0002         -2         10
## It.    1, RSS = 3.48707e-08, Par. = -0.00125206  0.00029049   -19.4508    46.7375
## It.    2, RSS = 2.62167e-08, Par. = -0.00132752  0.000320648   -18.7826    45.7854
## It.    3, RSS = 2.10657e-08, Par. = -0.0015775  0.000371585   -18.2717    42.1925
## It.    4, RSS = 1.27012e-08, Par. = -0.00210293  0.000472872   -17.0351    37.4895
## It.    5, RSS = 1.13421e-08, Par. = -0.00311007  0.000678184   -15.2311    31.8188
## It.    6, RSS = 4.19398e-09, Par. = -0.00273824  0.000759467   -16.9981    31.8272
## It.    7, RSS = 2.78783e-09, Par. = -0.00271749  0.000780532   -17.4844    31.4816
## It.    8, RSS = 2.78165e-09, Par. = -0.00269222  0.000793472   -17.7377     31.342
## It.    9, RSS = 2.77418e-09, Par. = -0.00264086  0.000817284   -18.2257    31.0812
## It.   10, RSS = 2.76424e-09, Par. = -0.00259202  0.000842667   -18.7314    30.7708
## It.   11, RSS = 2.7556e-09, Par. = -0.00256318  0.000859554   -19.0561    30.5435
## It.   12, RSS = 2.7501e-09, Par. = -0.00250785  0.000891215   -19.6637     30.108
## It.   13, RSS = 2.73962e-09, Par. = -0.00245547  0.000925365   -20.2929    29.5888
## It.   14, RSS = 2.72847e-09, Par. = -0.00241153  0.000956941   -20.8512    29.0686
## It.   15, RSS = 2.72102e-09, Par. = -0.0023891  0.000974833   -21.1536    28.7526
## It.   16, RSS = 2.7161e-09, Par. = -0.00234424  0.00100845   -21.7242    28.1496
## It.   17, RSS = 2.70808e-09, Par. = -0.00230088  0.00104431   -22.3051    27.4612
## It.   18, RSS =    2.7e-09, Par. = -0.00226309  0.00107762     -22.82    26.7837
## It.   19, RSS = 2.6943e-09, Par. = -0.00224028  0.00109899   -23.1345    26.3267
## It.   20, RSS = 2.69043e-09, Par. = -0.00219536  0.00113917   -23.7227     25.447
## It.   21, RSS = 2.6832e-09, Par. = -0.00215098  0.00118192   -24.3088    24.4559
## It.   22, RSS = 2.67586e-09, Par. = -0.00211135  0.00122147   -24.8157    23.4904
## It.   23, RSS = 2.67086e-09, Par. = -0.00208855  0.00124511   -25.0968    22.8868
## It.   24, RSS = 2.66735e-09, Par. = -0.00204277  0.00128962   -25.6218    21.7216
## It.   25, RSS = 2.66113e-09, Par. = -0.00199637  0.00133646   -26.1233    20.4347
## It.   26, RSS = 2.65507e-09, Par. = -0.00195337  0.00137991   -26.5425    19.1848
## It.   27, RSS = 2.65071e-09, Par. = -0.00192435  0.00140918   -26.7936    18.3083
## It.   28, RSS = 2.6476e-09, Par. = -0.00186657  0.00146409   -27.2458    16.6115
## It.   29, RSS = 2.64094e-09, Par. = -0.0018066  0.00152126   -27.6274    14.7582
## It.   30, RSS = 2.63573e-09, Par. = -0.00177192  0.00155416   -27.7871    13.6458
## It.   31, RSS = 2.63201e-09, Par. = -0.00170105  0.00161546   -28.0604    11.4873
## It.   32, RSS = 2.62503e-09, Par. = -0.00163391  0.00167237   -28.1899    9.39137
## It.   33, RSS = 2.62251e-09, Par. = -0.00150167  0.00177561   -28.2489    5.38554
## It.   34, RSS = 2.61071e-09, Par. = -0.00143985  0.0018241   -28.0184    3.45114
## It.   35, RSS = 2.60202e-09, Par. = -0.00130595  0.00191079   -27.5093  -0.331143
## It.   36, RSS = 2.59852e-09, Par. = -0.00126661  0.00193799   -27.1719   -1.43567
## It.   37, RSS = 2.59317e-09, Par. = -0.00117875  0.00198597   -26.5597   -3.70404
## It.   38, RSS = 2.58958e-09, Par. = -0.00114516  0.00200472   -26.2379   -4.53408
## It.   39, RSS = 2.58552e-09, Par. = -0.00107473  0.00203928    -25.606   -6.22211
## It.   40, RSS = 2.58204e-09, Par. = -0.00104523  0.00205404   -25.2829   -6.88921
## It.   41, RSS = 2.57841e-09, Par. = -0.000984311  0.0020816   -24.6403   -8.24449
## It.   42, RSS =  2.575e-09, Par. = -0.000957996  0.00209379   -24.3181   -8.79037
## It.   43, RSS = 2.57155e-09, Par. = -0.000904017  0.0021167    -23.676   -9.90078
## It.   44, RSS = 2.56817e-09, Par. = -0.000879705  0.0021273   -23.3505   -10.3618
## It.   45, RSS = 2.56481e-09, Par. = -0.000830108  0.00214731   -22.7008   -11.2991
## It.   46, RSS = 2.56058e-09, Par. = -0.000779323  0.00216774   -21.9843   -12.1897
## It.   47, RSS = 2.55599e-09, Par. = -0.000726922  0.00218835   -21.2028   -13.0376
## It.   48, RSS = 2.55021e-09, Par. = -0.000679918  0.00220659   -20.4594   -13.7231
## It.   49, RSS = 2.54532e-09, Par. = -0.000631539  0.00222495   -19.6614   -14.3626
## It.   50, RSS = 2.54037e-09, Par. = -0.000582054  0.00224359   -18.8045   -14.9337
## It.   51, RSS = 2.53346e-09, Par. = -0.000537538  0.00226038   -17.9934   -15.3584
## It.   52, RSS = 2.52806e-09, Par. = -0.000492444  0.00227725   -17.1407   -15.7112
## It.   53, RSS = 2.52255e-09, Par. = -0.000447378  0.00229426   -16.2511   -15.9687
## It.   54, RSS = 2.5167e-09, Par. = -0.000403007  0.00231126    -15.338   -16.1186
## It.   55, RSS = 2.5103e-09, Par. = -0.000360266  0.00232803   -14.4221   -16.1535
## It.   56, RSS = 2.5031e-09, Par. = -0.000320322  0.00234426   -13.5325   -16.0772
## It.   57, RSS = 2.49521e-09, Par. = -0.000284448  0.00235961   -12.7052   -15.9085
## It.   58, RSS = 2.49219e-09, Par. = -0.000248025  0.00237674   -11.8415   -15.6509
## It.   59, RSS = 2.47905e-09, Par. = -0.000231423  0.00238535   -11.4278    -15.451
## It.   60, RSS = 2.47739e-09, Par. = -0.000223938  0.00238917   -11.2426   -15.3622
## It.   61, RSS = 2.47602e-09, Par. = -0.000209044  0.00239781   -10.8753   -15.2014
## It.   62, RSS = 2.47492e-09, Par. = -0.000203101  0.00240153   -10.7245   -15.1188
## It.   63, RSS = 2.47408e-09, Par. = -0.000191368  0.00241087    -10.431    -14.981
## It.   64, RSS = 2.47331e-09, Par. = -0.000182095  0.00242154   -10.1969   -14.8712
## It.   65, RSS = 2.47295e-09, Par. = -0.000173099  0.00245872   -9.98422   -14.9076
## It.   66, RSS = 2.47215e-09, Par. = -0.000170069  0.00249834   -9.92464   -15.0511
## It.   67, RSS = 2.47156e-09, Par. = -0.000169826  0.00257407   -9.95806   -15.4437
## It.   68, RSS = 2.47129e-09, Par. = -0.000171511  0.00271538   -10.0733   -16.2017
## It.   69, RSS = 2.46979e-09, Par. = -0.000171806  0.00279128   -10.1131   -16.5634
## It.   70, RSS = 2.46954e-09, Par. = -0.000173436  0.00293387   -10.2191   -17.2785
## It.   71, RSS = 2.46833e-09, Par. = -0.000173745  0.0030099   -10.2556   -17.6177
## It.   72, RSS = 2.46809e-09, Par. = -0.000175186  0.00315344   -10.3499   -18.2897
## It.   73, RSS = 2.46709e-09, Par. = -0.000175464  0.00322958   -10.3825   -18.6078
## It.   74, RSS = 2.46687e-09, Par. = -0.000176734  0.00337396   -10.4665   -19.2406
## It.   75, RSS = 2.46628e-09, Par. = -0.000177807  0.00352624   -10.5428   -19.8683
## It.   76, RSS = 2.46548e-09, Par. = -0.000178569  0.00366431   -10.6029   -20.4072
## It.   77, RSS = 2.46503e-09, Par. = -0.00017944  0.00381684   -10.6679   -20.9872
## It.   78, RSS = 2.46438e-09, Par. = -0.000180096  0.00395625   -10.7204   -21.4915
## It.   79, RSS = 2.46397e-09, Par. = -0.000180844  0.00410896   -10.7771   -22.0305
## It.   80, RSS = 2.46344e-09, Par. = -0.000181423  0.0042495   -10.8238    -22.504
## It.   81, RSS = 2.46308e-09, Par. = -0.000182073  0.00440237   -10.8736   -23.0069
## It.   82, RSS = 2.46263e-09, Par. = -0.000182586  0.0045439   -10.9153   -23.4528
## It.   83, RSS = 2.46232e-09, Par. = -0.00018316  0.0046969   -10.9596    -23.924
## It.   84, RSS = 2.46194e-09, Par. = -0.000183619  0.00483928    -10.997    -24.345
## It.   85, RSS = 2.46166e-09, Par. = -0.000184126  0.00499238   -11.0365   -24.7878
## It.   86, RSS = 2.46133e-09, Par. = -0.000184537  0.0051355   -11.0702   -25.1862
## It.   87, RSS = 2.46109e-09, Par. = -0.000184989  0.00528869   -11.1057   -25.6036
## It.   88, RSS = 2.4608e-09, Par. = -0.00018536  0.00543247   -11.1362   -25.9815
## It.   89, RSS = 2.46058e-09, Par. = -0.000185764  0.00558573   -11.1682   -26.3761
## It.   90, RSS = 2.46033e-09, Par. = -0.000186102  0.00573011   -11.1961   -26.7354
## It.   91, RSS = 2.46013e-09, Par. = -0.000186468  0.00588344   -11.2252   -27.1095
## It.   92, RSS = 2.45991e-09, Par. = -0.000186775  0.00602832   -11.2506   -27.4517
## It.   93, RSS = 2.45972e-09, Par. = -0.000187104  0.00618171    -11.277    -27.807
## It.   94, RSS = 2.45953e-09, Par. = -0.000187386  0.00632709   -11.3003   -28.1337
## It.   95, RSS = 2.45935e-09, Par. = -0.000187637  0.00646545   -11.3215   -28.4373
## It.   96, RSS = 2.45922e-09, Par. = -0.000187712  0.00654547   -11.3311   -28.6043
## It.    0, RSS = 4.61066e-08, Par. =     0.0001     0.0002         -2         10
## It.    1, RSS = 2.32994e-08, Par. = -0.00125891  0.00027066   -17.1239    45.8114
## It.    2, RSS = 2.05111e-08, Par. = -0.00134046  0.000294424   -16.9245    44.1129
## It.    3, RSS = 1.63757e-08, Par. = -0.00153365  0.000338329   -16.6658    40.8009
## It.    4, RSS = 1.03251e-08, Par. = -0.00195499  0.000425313   -15.8659    36.3194
## It.    5, RSS = 9.53736e-09, Par. = -0.00282656  0.000603091    -14.478    31.2115
## It.    6, RSS = 3.37313e-09, Par. = -0.00247048  0.000669931   -16.1637    31.3897
## It.    7, RSS = 2.21428e-09, Par. = -0.00244749  0.000688142   -16.6552    31.0846
## It.    8, RSS = 2.21111e-09, Par. = -0.00243133  0.000696309   -16.8322    30.9951
## It.    9, RSS = 2.20743e-09, Par. = -0.00239627  0.000711203   -17.1769    30.8373
## It.   10, RSS = 2.20656e-09, Par. = -0.00233565  0.000738799    -17.807    30.5211
## It.   11, RSS = 2.1962e-09, Par. = -0.00230872  0.000754235   -18.1413    30.3097
## It.   12, RSS =  2.195e-09, Par. = -0.00225608  0.000782594   -18.7574     29.922
## It.   13, RSS = 2.18679e-09, Par. = -0.00223245  0.000798312   -19.0814    29.6756
## It.   14, RSS = 2.18534e-09, Par. = -0.00218596  0.000827314   -19.6813    29.2193
## It.   15, RSS = 2.17875e-09, Par. = -0.00216488  0.000843279    -19.994    28.9394
## It.   16, RSS = 2.17717e-09, Par. = -0.00212318  0.000872857   -20.5753    28.4172
## It.   17, RSS = 2.1728e-09, Par. = -0.00208281  0.000904995   -21.1807     27.806
## It.   18, RSS = 2.16761e-09, Par. = -0.00204872  0.000934539   -21.7135    27.2073
## It.   19, RSS = 2.16444e-09, Par. = -0.00201241  0.000967173   -22.2833    26.5138
## It.   20, RSS = 2.1603e-09, Par. = -0.0019811  0.000997285   -22.7856    25.8382
## It.   21, RSS = 2.15753e-09, Par. = -0.00194762  0.00103029   -23.3166    25.0662
## It.   22, RSS = 2.15417e-09, Par. = -0.0019181  0.00106087   -23.7846    24.3171
## It.   23, RSS = 2.15188e-09, Par. = -0.00190246  0.00107797   -24.0319    23.8806
## It.   24, RSS = 2.15038e-09, Par. = -0.00187129  0.00111014   -24.4971    23.0463
## It.   25, RSS = 2.1479e-09, Par. = -0.00183986  0.00114429   -24.9614    22.1253
## It.   26, RSS = 2.1454e-09, Par. = -0.00181116  0.00117611   -25.3677    21.2345
## It.   27, RSS = 2.14359e-09, Par. = -0.00179298  0.00119667    -25.613    20.6394
## It.   28, RSS = 2.14237e-09, Par. = -0.00175734  0.00123527   -26.0666    19.4998
## It.   29, RSS = 2.13999e-09, Par. = -0.00172065  0.0012762    -26.503    18.2464
## It.   30, RSS = 2.1376e-09, Par. = -0.00168653  0.00131418   -26.8675    17.0404
## It.   31, RSS = 2.13592e-09, Par. = -0.00166481  0.0013383   -27.0724    16.2495
## It.   32, RSS = 2.13476e-09, Par. = -0.00162202  0.00138339   -27.4434    14.7355
## It.   33, RSS = 2.13242e-09, Par. = -0.00157716  0.00143087   -27.7666    13.0872
## It.   34, RSS = 2.1305e-09, Par. = -0.00154887  0.00146055   -27.9203    12.0237
## It.   35, RSS = 2.12922e-09, Par. = -0.00149297  0.00151545   -28.1807    9.99737
## It.   36, RSS = 2.12647e-09, Par. = -0.00143356  0.00157293    -28.339    7.80699
## It.   37, RSS = 2.12575e-09, Par. = -0.00132307  0.00167431   -28.4442    3.80913
## It.   38, RSS = 2.12135e-09, Par. = -0.00126315  0.00172899   -28.2258    1.61734
## It.   39, RSS = 2.11926e-09, Par. = -0.00114287  0.00182381   -27.7367   -2.42127
## It.   40, RSS = 2.11654e-09, Par. = -0.0011278  0.00183986    -27.525   -2.94438
## It.   41, RSS = 2.11551e-09, Par. = -0.00108972  0.00186559   -27.2411    -4.1026
## It.   42, RSS = 2.1154e-09, Par. = -0.00101732  0.00191423   -26.6403   -6.27108
## It.   43, RSS = 2.11287e-09, Par. = -0.000980938  0.00193889   -26.2449   -7.29739
## It.   44, RSS = 2.11184e-09, Par. = -0.000955944  0.00195459   -25.9708   -7.97622
## It.   45, RSS = 2.11139e-09, Par. = -0.00090751  0.00198437   -25.4314   -9.27815
## It.   46, RSS = 2.11052e-09, Par. = -0.000860118  0.00201363   -24.8432   -10.4919
## It.   47, RSS = 2.1095e-09, Par. = -0.000813532  0.00204207    -24.221   -11.6261
## It.   48, RSS = 2.1085e-09, Par. = -0.000768114  0.00206973   -23.5723   -12.6732
## It.   49, RSS = 2.10749e-09, Par. = -0.000724253  0.0020966   -22.9063   -13.6263
## It.   50, RSS = 2.10504e-09, Par. = -0.000699435  0.00211196   -22.5001   -14.1182
## It.   51, RSS = 2.1044e-09, Par. = -0.000685614  0.0021203   -22.2707   -14.3831
## It.   52, RSS = 2.10402e-09, Par. = -0.00065954  0.00213614   -21.8402   -14.8886
## It.   53, RSS = 2.10337e-09, Par. = -0.000634713  0.0021518   -21.4129    -15.343
## It.   54, RSS = 2.10287e-09, Par. = -0.000608004  0.00216926    -20.942   -15.8137
## It.   55, RSS = 2.10219e-09, Par. = -0.000583178  0.00218626   -20.4901   -16.2276
## It.   56, RSS = 2.10173e-09, Par. = -0.000557533  0.00220498   -20.0129   -16.6405
## It.   57, RSS = 2.10106e-09, Par. = -0.000534659  0.00222304   -19.5755   -16.9907
## It.   58, RSS = 2.10079e-09, Par. = -0.000510655  0.0022444   -19.1103   -17.3587
## It.   59, RSS = 2.10037e-09, Par. = -0.000488142  0.00226826    -18.667   -17.7096
## It.   60, RSS = 2.09995e-09, Par. = -0.000467965  0.00229578   -18.2692   -18.0583
## It.   61, RSS = 2.09948e-09, Par. = -0.000451559  0.0023279   -17.9532   -18.4168
## It.   62, RSS = 2.09898e-09, Par. = -0.000440107  0.00236398   -17.7492   -18.7872
## It.   63, RSS = 2.0986e-09, Par. = -0.000433495  0.00239818   -17.6493   -19.1234
## It.   64, RSS = 2.0985e-09, Par. = -0.000430172  0.00246235   -17.6744   -19.7594
## It.   65, RSS = 2.09814e-09, Par. = -0.000430005  0.00253235   -17.7765   -20.4355
## It.   66, RSS = 2.09781e-09, Par. = -0.00043103  0.00259791   -17.8965   -21.0585
## It.   67, RSS = 2.09758e-09, Par. = -0.000431834  0.0026449   -17.9815   -21.4963
## It.   68, RSS = 2.09746e-09, Par. = -0.00043513  0.00273464    -18.187   -22.3389
## It.   69, RSS = 2.09722e-09, Par. = -0.000438337  0.00282854    -18.389   -23.1954
## It.   70, RSS = 2.09692e-09, Par. = -0.000440949  0.0029155    -18.562   -23.9679
## It.   71, RSS = 2.09672e-09, Par. = -0.000443762  0.00300982   -18.7454   -24.7913
## It.   72, RSS = 2.09646e-09, Par. = -0.000446099  0.00309758   -18.9041   -25.5374
## It.   73, RSS = 2.09629e-09, Par. = -0.000448625  0.00319226    -19.072   -26.3289
## It.   74, RSS = 2.09606e-09, Par. = -0.000450743  0.00328071   -19.2185   -27.0494
## It.   75, RSS = 2.0959e-09, Par. = -0.000453022  0.00337571   -19.3728   -27.8105
## It.   76, RSS = 2.09571e-09, Par. = -0.000454951  0.00346479   -19.5083   -28.5064
## It.   77, RSS = 2.09557e-09, Par. = -0.000457023  0.00356006   -19.6506   -29.2388
## It.   78, RSS = 2.09539e-09, Par. = -0.000458787  0.00364972   -19.7764   -29.9112
## It.   79, RSS = 2.09527e-09, Par. = -0.000460676  0.00374525    -19.908   -30.6164
## It.   80, RSS = 2.09511e-09, Par. = -0.000462295  0.0038354   -20.0249   -31.2662
## It.   81, RSS =  2.095e-09, Par. = -0.000464019  0.00393115   -20.1468   -31.9455
## It.   82, RSS = 2.09486e-09, Par. = -0.000465514  0.00402178   -20.2558   -32.5738
## It.   83, RSS = 2.09476e-09, Par. = -0.000467093  0.00411772    -20.369   -33.2289
## It.   84, RSS = 2.09464e-09, Par. = -0.000468473  0.00420877   -20.4708   -33.8366
## It.   85, RSS = 2.09453e-09, Par. = -0.000469721  0.00429553    -20.564   -34.4053
## It.   86, RSS = 2.09445e-09, Par. = -0.000471149  0.00439172   -20.6669    -35.028
## It.   87, RSS = 2.09434e-09, Par. = -0.000472383  0.0044833   -20.7593   -35.6074
## It.   88, RSS = 2.09425e-09, Par. = -0.000473507  0.0045708   -20.8443   -36.1513
## It.   89, RSS = 2.09418e-09, Par. = -0.000474784  0.00466721   -20.9377   -36.7435
## It.   90, RSS = 2.09409e-09, Par. = -0.000475889  0.00475928   -21.0216   -37.2964
## It.   91, RSS = 2.09401e-09, Par. = -0.000476893  0.00484746   -21.0991   -37.8169
## It.   92, RSS = 2.09395e-09, Par. = -0.00047803  0.00494406   -21.1837   -38.3806
## It.   93, RSS = 2.09387e-09, Par. = -0.000479042  0.00503657   -21.2609   -38.9094
## It.   94, RSS = 2.09379e-09, Par. = -0.000479939  0.00512538   -21.3315   -39.4079
## It.   95, RSS = 2.09374e-09, Par. = -0.000480966  0.00522213   -21.4088   -39.9455
## It.   96, RSS = 2.09367e-09, Par. = -0.000481873   0.005315   -21.4793    -40.451
## It.   97, RSS = 2.0936e-09, Par. = -0.000482708  0.00540436   -21.5448   -40.9297
## It.   98, RSS = 2.09355e-09, Par. = -0.000483639  0.00550125   -21.6156   -41.4432
## It.    0, RSS = 4.57436e-08, Par. =     0.0001     0.0002         -2         10
## It.    1, RSS = 2.22598e-08, Par. = -0.00130318  0.000268148   -17.4112    47.6876
## It.    2, RSS = 1.98361e-08, Par. = -0.00138873  0.000291958   -17.2974    45.6407
## It.    3, RSS = 1.58258e-08, Par. = -0.00158298  0.000337518   -17.0639    42.0729
## It.    4, RSS = 1.02849e-08, Par. = -0.00201263  0.000427644   -16.2726    37.2877
## It.    5, RSS = 6.28129e-09, Par. = -0.00216006  0.000462553   -15.8558    36.4978
## It.    6, RSS = 3.53888e-09, Par. = -0.00251383  0.000526369   -15.3076    34.6332
## It.    7, RSS = 2.77286e-09, Par. = -0.00252037  0.000675153     -17.37    32.8208
## It.    8, RSS = 2.33256e-09, Par. = -0.00250084  0.000713799   -17.8565    32.4487
## It.    9, RSS = 2.33038e-09, Par. = -0.00249099  0.000720767   -17.9977    32.3789
## It.   10, RSS = 2.32678e-09, Par. = -0.00246637  0.00073312   -18.2895    32.2651
## It.   11, RSS = 2.3226e-09, Par. = -0.00242167  0.000756417   -18.8381    32.0352
## It.   12, RSS = 2.31607e-09, Par. = -0.00237938  0.00078147   -19.4105    31.7503
## It.   13, RSS = 2.30935e-09, Par. = -0.00234387  0.000804738   -19.9267    31.4556
## It.   14, RSS = 2.30459e-09, Par. = -0.00232319  0.000819657    -20.248    31.2487
## It.   15, RSS = 2.3015e-09, Par. = -0.00228331  0.000847629   -20.8505     30.854
## It.   16, RSS = 2.29587e-09, Par. = -0.00224527  0.000877678   -21.4748    30.3859
## It.   17, RSS = 2.28988e-09, Par. = -0.00221307  0.000905419   -22.0306    29.9175
## It.   18, RSS = 2.28581e-09, Par. = -0.00219622  0.000921327   -22.3371    29.6291
## It.   19, RSS = 2.28314e-09, Par. = -0.00216272  0.000951256   -22.9156    29.0792
## It.   20, RSS = 2.27874e-09, Par. = -0.00213012  0.000983112   -23.5062    28.4517
## It.   21, RSS = 2.27425e-09, Par. = -0.00210156  0.00101263   -24.0313    27.8344
## It.   22, RSS = 2.27109e-09, Par. = -0.00208477  0.00103096   -24.3436      27.43
## It.   23, RSS = 2.26895e-09, Par. = -0.00205161  0.0010655   -24.9302    26.6532
## It.   24, RSS = 2.26511e-09, Par. = -0.0020186  0.00110211   -25.5186    25.7799
## It.   25, RSS = 2.26118e-09, Par. = -0.0019889  0.00113596   -26.0331    24.9288
## It.   26, RSS = 2.25848e-09, Par. = -0.00197185  0.00115598   -26.3191     24.401
## It.   27, RSS = 2.25659e-09, Par. = -0.00193771  0.00119374   -26.8562     23.384
## It.   28, RSS = 2.25333e-09, Par. = -0.00190285  0.00123342   -27.3786    22.2603
## It.   29, RSS = 2.25008e-09, Par. = -0.00187041  0.00127019   -27.8254    21.1685
## It.   30, RSS = 2.24777e-09, Par. = -0.0018497  0.00129356   -28.0848    20.4443
## It.   31, RSS = 2.24613e-09, Par. = -0.00180836  0.00133759    -28.563    19.0435
## It.   32, RSS = 2.24293e-09, Par. = -0.00176519  0.00138342   -28.9965    17.5119
## It.   33, RSS = 2.23984e-09, Par. = -0.00172384  0.00142579   -29.3385    16.0256
## It.   34, RSS = 2.23761e-09, Par. = -0.00169471  0.0014546   -29.5297    14.9698
## It.   35, RSS = 2.23595e-09, Par. = -0.00163652  0.00150851   -29.8572    12.9251
## It.   36, RSS = 2.23215e-09, Par. = -0.00158095  0.00155821   -30.0459    10.9389
## It.   37, RSS = 2.22945e-09, Par. = -0.00153062  0.00160023   -30.1203    9.17385
## It.   38, RSS = 2.22726e-09, Par. = -0.00143075  0.00167724   -30.1371    5.77834
## It.   39, RSS = 2.22131e-09, Par. = -0.00133283  0.00174673   -29.8333    2.50917
## It.   40, RSS = 2.2192e-09, Par. = -0.0011374  0.00186775   -28.8189   -3.61411
## It.   41, RSS = 2.21263e-09, Par. = -0.00112563  0.00188201   -28.4478   -3.99624
## It.   42, RSS = 2.21089e-09, Par. = -0.00108627  0.00190046   -28.0706   -5.05759
## It.   43, RSS = 2.20954e-09, Par. = -0.00100776  0.00193604   -27.2599   -7.12902
## It.   44, RSS = 2.20889e-09, Par. = -0.000926834  0.00197103   -26.2752   -9.13009
## It.   45, RSS = 2.20271e-09, Par. = -0.000888597  0.00198709   -25.7288   -9.98453
## It.   46, RSS = 2.20092e-09, Par. = -0.000859434  0.00199825   -25.3165   -10.6214
## It.   47, RSS = 2.20013e-09, Par. = -0.000801166  0.00201977   -24.4771   -11.8694
## It.   48, RSS = 2.19866e-09, Par. = -0.000741415  0.00204158   -23.5348   -13.0428
## It.   49, RSS = 2.19726e-09, Par. = -0.000679809  0.00206343   -22.4963   -14.1418
## It.   50, RSS = 2.18989e-09, Par. = -0.000652304  0.00207338   -21.9842   -14.5506
## It.   51, RSS = 2.18827e-09, Par. = -0.000630736  0.00208058   -21.5889    -14.873
## It.   52, RSS = 2.18751e-09, Par. = -0.000588465  0.00209452   -20.8052   -15.4884
## It.   53, RSS = 2.18548e-09, Par. = -0.000546061  0.00210883   -19.9727   -16.0184
## It.   54, RSS = 2.18324e-09, Par. = -0.000503614  0.00212323   -19.1043   -16.4703
## It.   55, RSS = 2.18092e-09, Par. = -0.000461687  0.00213768   -18.2102   -16.8314
## It.   56, RSS = 2.17842e-09, Par. = -0.000421006  0.00215208   -17.3069   -17.0919
## It.   57, RSS = 2.17559e-09, Par. = -0.000382472  0.00216627   -16.4177   -17.2478
## It.   58, RSS = 2.17236e-09, Par. = -0.000347093  0.00218006   -15.5717    -17.305
## It.   59, RSS = 2.17181e-09, Par. = -0.000310629  0.00219569   -14.6739   -17.2874
## It.   60, RSS = 2.16396e-09, Par. = -0.000293338  0.00220378   -14.2252   -17.2012
## It.   61, RSS = 2.16306e-09, Par. = -0.000287069  0.00220665   -14.0626   -17.1667
## It.   62, RSS = 2.16242e-09, Par. = -0.000274506  0.00221274   -13.7399   -17.1157
## It.   63, RSS = 2.16185e-09, Par. = -0.000266727  0.00221676   -13.5361   -17.0703
## It.   64, RSS = 2.16144e-09, Par. = -0.000251478  0.00222627   -13.1385   -16.9949
## It.   65, RSS = 2.16083e-09, Par. = -0.000237212  0.00223836   -12.7611   -16.9164
## It.   66, RSS = 2.16032e-09, Par. = -0.00022527  0.0022557    -12.447   -16.8842
## It.   67, RSS = 2.15985e-09, Par. = -0.00021788  0.00227813   -12.2595   -16.9355
## It.   68, RSS = 2.15953e-09, Par. = -0.000214179  0.00232749   -12.1973   -17.2324
## It.   69, RSS = 2.15911e-09, Par. = -0.000213149  0.00237447   -12.2052   -17.5405
## It.   70, RSS = 2.15879e-09, Par. = -0.000214224  0.00246386   -12.3057   -18.1752
## It.   71, RSS = 2.15829e-09, Par. = -0.000215477  0.00255754   -12.4093   -18.8173
## It.   72, RSS = 2.15776e-09, Par. = -0.000216494  0.00264359   -12.4969   -19.3857
## It.   73, RSS = 2.15736e-09, Par. = -0.000217679  0.00273746    -12.592   -19.9937
## It.   74, RSS = 2.15692e-09, Par. = -0.000218619  0.00282419   -12.6721   -20.5347
## It.   75, RSS = 2.15658e-09, Par. = -0.00021968  0.00291825   -12.7578   -21.1097
## It.   76, RSS = 2.1562e-09, Par. = -0.00022053  0.00300562   -12.8306   -21.6249
## It.   77, RSS = 2.1559e-09, Par. = -0.000221476  0.00309984   -12.9079   -22.1696
## It.   78, RSS = 2.15557e-09, Par. = -0.000222245  0.00318776   -12.9742   -22.6608
## It.   79, RSS = 2.1553e-09, Par. = -0.000223094  0.00328212   -13.0444   -23.1779
## It.   80, RSS = 2.15501e-09, Par. = -0.000223791  0.00337053    -13.105   -23.6468
## It.   81, RSS = 2.15478e-09, Par. = -0.000224555  0.00346501   -13.1688   -24.1386
## It.   82, RSS = 2.15452e-09, Par. = -0.000225187  0.00355385   -13.2243   -24.5868
## It.   83, RSS = 2.15431e-09, Par. = -0.000225878  0.00364843   -13.2826   -25.0554
## It.   84, RSS = 2.15409e-09, Par. = -0.000226455  0.00373767   -13.3336   -25.4844
## It.   85, RSS = 2.15391e-09, Par. = -0.000226642  0.00379153   -13.3583   -25.7307
## It.   86, RSS = 2.15379e-09, Par. = -0.000227466  0.00389582    -13.421   -26.2252
## It.   87, RSS = 2.15358e-09, Par. = -0.000228073  0.00399401   -13.4725   -26.6702
## It.   88, RSS = 2.15341e-09, Par. = -0.000228729  0.00410177   -13.5275   -27.1489
## It.   89, RSS = 2.1532e-09, Par. = -0.000229262  0.00420341   -13.5751   -27.5857
## It.   90, RSS = 2.15304e-09, Par. = -0.000229832  0.00431125   -13.6245   -28.0405
## It.   91, RSS = 2.15286e-09, Par. = -0.000230312  0.00441329    -13.668   -28.4582
## It.   92, RSS = 2.15271e-09, Par. = -0.000230826  0.0045212   -13.7132    -28.892
## It.   93, RSS = 2.15255e-09, Par. = -0.000231265  0.00462358   -13.7533   -29.2922
## It.   94, RSS = 2.1524e-09, Par. = -0.000231661  0.00472111   -13.7899   -29.6652
## It.   95, RSS = 2.15228e-09, Par. = -0.000232125  0.00482912   -13.8304   -30.0726
## It.   96, RSS = 2.15215e-09, Par. = -0.000232518  0.00493193   -13.8664   -30.4496
## It.   97, RSS = 2.15202e-09, Par. = -0.000232871  0.00503017   -13.8993   -30.8022
## It.    0, RSS = 4.41736e-08, Par. =     0.0001     0.0002         -2         10
## It.    1, RSS = 1.91607e-08, Par. = -0.00135047  0.000252171   -16.1674    48.9222
## It.    2, RSS = 1.60411e-08, Par. = -0.00143608  0.000272146   -16.4458     45.695
## It.    3, RSS = 1.23646e-08, Par. = -0.00161496  0.000319442   -16.3032    41.7906
## It.    4, RSS = 8.74005e-09, Par. = -0.00203321  0.000412041   -15.6459    36.5889
## It.    5, RSS =  2.635e-09, Par. = -0.00248437  0.000505012   -14.7339    33.9738
## It.    6, RSS = 2.24972e-09, Par. = -0.00258038  0.000525478   -14.5836    33.5799
## It.    7, RSS = 2.20158e-09, Par. = -0.00251756  0.000565986   -15.3711    33.2394
## It.    8, RSS = 2.1948e-09, Par. = -0.0025032  0.000573428     -15.54    33.1697
## It.    9, RSS = 2.19111e-09, Par. = -0.0024604  0.000585441   -15.8819    33.1001
## It.   10, RSS = 2.19103e-09, Par. = -0.00238564  0.00060759    -16.512    32.9477
## It.   11, RSS = 2.17962e-09, Par. = -0.00235243  0.000620028   -16.8494    32.8208
## It.   12, RSS = 2.17909e-09, Par. = -0.00228823  0.000642889   -17.4716    32.5942
## It.   13, RSS = 2.16995e-09, Par. = -0.00225951  0.000655608   -17.8018    32.4306
## It.   14, RSS = 2.16907e-09, Par. = -0.00220358  0.000679085   -18.4137    32.1327
## It.   15, RSS = 2.16167e-09, Par. = -0.00217839  0.000692055   -18.7357    31.9338
## It.   16, RSS = 2.16056e-09, Par. = -0.00212905  0.000716097   -19.3347    31.5671
## It.   17, RSS = 2.15453e-09, Par. = -0.00210665  0.000729294   -19.6474    31.3343
## It.   18, RSS = 2.15328e-09, Par. = -0.00206255  0.000753849   -20.2314    30.9012
## It.   19, RSS = 2.14938e-09, Par. = -0.00202007  0.000780451   -20.8403    30.3854
## It.   20, RSS = 2.14467e-09, Par. = -0.00198417  0.000805066   -21.3819      29.87
## It.   21, RSS = 2.14181e-09, Par. = -0.00194643  0.000832155    -21.961    29.2705
## It.   22, RSS = 2.13801e-09, Par. = -0.00191395  0.000857297   -22.4769    28.6775
## It.   23, RSS = 2.1355e-09, Par. = -0.00187969  0.000884774   -23.0232     27.998
## It.   24, RSS = 2.13239e-09, Par. = -0.00184964  0.000910367   -23.5102    27.3306
## It.   25, RSS = 2.13016e-09, Par. = -0.00181785  0.000938147   -24.0206    26.5755
## It.   26, RSS = 2.12757e-09, Par. = -0.00178946  0.000964114   -24.4754    25.8368
## It.   27, RSS = 2.12576e-09, Par. = -0.00177464  0.00097842   -24.7123    25.4129
## It.   28, RSS = 2.12452e-09, Par. = -0.00174506  0.0010055   -25.1616    24.5986
## It.   29, RSS = 2.12253e-09, Par. = -0.00171538  0.00103406   -25.6082    23.7056
## It.   30, RSS = 2.12054e-09, Par. = -0.0016881  0.0010609   -26.0037    22.8356
## It.   31, RSS = 2.11908e-09, Par. = -0.00167115  0.00107797   -26.2392    22.2637
## It.   32, RSS = 2.11805e-09, Par. = -0.00163783  0.00111024   -26.6795    21.1619
## It.   33, RSS = 2.11611e-09, Par. = -0.00160385  0.00114425   -27.1028    19.9584
## It.   34, RSS = 2.11417e-09, Par. = -0.00157215  0.00117608   -27.4628    18.7915
## It.   35, RSS = 2.11279e-09, Par. = -0.00155298  0.00119549   -27.6588    18.0578
## It.   36, RSS = 2.1118e-09, Par. = -0.00151497  0.0012321   -28.0202     16.643
## It.   37, RSS = 2.10994e-09, Par. = -0.00147568  0.00127038   -28.3413    15.1151
## It.   38, RSS = 2.10842e-09, Par. = -0.00145253  0.00129303   -28.4929    14.1841
## It.   39, RSS = 2.10737e-09, Par. = -0.00140637  0.0013355    -28.763    12.3907
## It.   40, RSS = 2.10533e-09, Par. = -0.00136304  0.00137533   -28.9371    10.6578
## It.   41, RSS = 2.10527e-09, Par. = -0.00128042  0.00144789   -29.1538    7.39886
## It.   42, RSS = 2.10097e-09, Par. = -0.00123734  0.00148641   -29.0976    5.62714
## It.   43, RSS = 2.09883e-09, Par. = -0.00114951  0.00155574    -28.939    2.26756
## It.   44, RSS = 2.09724e-09, Par. = -0.00107795  0.00161076     -28.56  -0.437597
## It.   45, RSS = 2.09567e-09, Par. = -0.00100552  0.00166187    -28.039   -3.02305
## It.   46, RSS = 2.09488e-09, Par. = -0.000933075  0.00171007   -27.3695   -5.48433
## It.   47, RSS = 2.09167e-09, Par. = -0.00089592  0.00173413   -26.9284    -6.6661
## It.   48, RSS = 2.09059e-09, Par. = -0.000870887  0.00174908   -26.6264   -7.43217
## It.   49, RSS = 2.0901e-09, Par. = -0.000821716  0.00177753   -26.0225   -8.91705
## It.   50, RSS = 2.0893e-09, Par. =  -0.000773  0.00180558   -25.3465   -10.3125
## It.   51, RSS = 2.08835e-09, Par. = -0.000724342  0.00183297   -24.6124   -11.6266
## It.   52, RSS = 2.08747e-09, Par. = -0.000676016  0.00185974   -23.8246    -12.848
## It.   53, RSS = 2.08664e-09, Par. = -0.000628382  0.0018859   -22.9904    -13.963
## It.   54, RSS = 2.08287e-09, Par. = -0.00060395  0.00189941   -22.5212   -14.4661
## It.   55, RSS = 2.08213e-09, Par. = -0.00059089  0.00190633   -22.2689   -14.7267
## It.   56, RSS = 2.08166e-09, Par. = -0.000565696  0.00191953   -21.7844   -15.2339
## It.   57, RSS = 2.08091e-09, Par. = -0.000541166  0.00193269   -21.2918   -15.6917
## It.   58, RSS = 2.08014e-09, Par. = -0.000517289  0.00194565   -20.7978   -16.1088
## It.   59, RSS = 2.0794e-09, Par. = -0.000494214  0.00195839   -20.3065   -16.4839
## It.   60, RSS = 2.07882e-09, Par. = -0.000469533  0.00197241   -19.7676   -16.8582
## It.   61, RSS = 2.07804e-09, Par. = -0.000446322  0.00198612   -19.2448   -17.1766
## It.   62, RSS = 2.0773e-09, Par. = -0.000424739  0.00199944   -18.7461   -17.4456
## It.   63, RSS = 2.07692e-09, Par. = -0.000401499  0.00201486   -18.1986   -17.7147
## It.   64, RSS = 2.07612e-09, Par. = -0.000381077  0.0020297   -17.7038   -17.9227
## It.   65, RSS = 2.07591e-09, Par. = -0.000359447  0.00204791   -17.1732    -18.139
## It.   66, RSS = 2.07476e-09, Par. = -0.000349288  0.00205706   -16.9134   -18.2122
## It.   67, RSS = 2.07457e-09, Par. = -0.000343136  0.00206274   -16.7572   -18.2598
## It.   68, RSS = 2.07444e-09, Par. = -0.000331557  0.00207574   -16.4672   -18.3758
## It.   69, RSS = 2.07422e-09, Par. = -0.000321116  0.00209059   -16.2045   -18.4939
## It.   70, RSS = 2.07403e-09, Par. = -0.000312277  0.00210757   -15.9854   -18.6278
## It.   71, RSS = 2.07385e-09, Par. = -0.000305498  0.00212647   -15.8235   -18.7812
## It.   72, RSS = 2.07377e-09, Par. = -0.000299696  0.00216804    -15.721   -19.1644
## It.   73, RSS = 2.07346e-09, Par. = -0.000297129  0.0022076   -15.7015   -19.5287
## It.   74, RSS = 2.07332e-09, Par. = -0.000297407  0.00228265   -15.8112   -20.2567
## It.   75, RSS = 2.07299e-09, Par. = -0.000298614  0.00236155   -15.9458   -21.0035
## It.   76, RSS = 2.07264e-09, Par. = -0.00029985  0.00243455   -16.0691   -21.6772
## It.   77, RSS = 2.0724e-09, Par. = -0.000301426  0.0025136   -16.2063   -22.3956
## It.   78, RSS = 2.07213e-09, Par. = -0.000302754  0.00258709   -16.3257   -23.0446
## It.   79, RSS = 2.07192e-09, Par. = -0.000304264  0.00266635   -16.4537   -23.7326
## It.   80, RSS = 2.07168e-09, Par. = -0.000305511  0.00274036   -16.5647   -24.3569
## It.   81, RSS = 2.0715e-09, Par. = -0.000306886  0.00281981   -16.6823   -25.0157
## It.   82, RSS = 2.07129e-09, Par. = -0.000308024  0.00289429   -16.7847   -25.6161
## It.   83, RSS = 2.07113e-09, Par. = -0.000309272  0.00297392   -16.8927   -26.2473
## It.   84, RSS = 2.07095e-09, Par. = -0.000310312  0.00304882   -16.9873   -26.8251
## It.   85, RSS = 2.0708e-09, Par. = -0.000311444  0.00312861   -17.0867   -27.4305
## It.   86, RSS = 2.07064e-09, Par. = -0.000312394  0.0032039   -17.1742   -27.9869
## It.   87, RSS = 2.07051e-09, Par. = -0.000313422  0.00328382   -17.2659    -28.568
## It.   88, RSS = 2.07037e-09, Par. = -0.0003143  0.00335946   -17.3473   -29.1043
## It.   89, RSS = 2.07025e-09, Par. = -0.000315237  0.0034395    -17.432   -29.6627
## It.   90, RSS = 2.07012e-09, Par. = -0.000316041  0.00351545   -17.5076   -30.1798
## It.   91, RSS =   2.07e-09, Par. = -0.000316755  0.00358781   -17.5764   -30.6626
## It.   92, RSS = 2.06991e-09, Par. = -0.000317607  0.00366799   -17.6533   -31.1915
## It.   93, RSS = 2.0698e-09, Par. = -0.000318337  0.00374435    -17.722   -31.6829
## It.   94, RSS = 2.0697e-09, Par. = -0.000318982  0.00381729   -17.7846   -32.1431
## It.   95, RSS = 2.06961e-09, Par. = -0.000319734  0.00389761   -17.8537   -32.6439
## It.   96, RSS = 2.06952e-09, Par. = -0.000320391  0.00397433   -17.9161   -33.1114
## It.   97, RSS = 2.06943e-09, Par. = -0.000320978  0.00404783   -17.9733    -33.551
## It.   98, RSS = 2.06936e-09, Par. = -0.000321651  0.00412825   -18.0359   -34.0263
## It.    0, RSS =  4.269e-08, Par. =     0.0001     0.0002         -2         10
## It.    1, RSS = 1.84831e-08, Par. = -0.00134054  0.000245554   -15.2902    48.2222
## It.    2, RSS = 1.41063e-08, Par. = -0.00142243  0.000263429   -15.7215    44.5484
## It.    3, RSS = 1.04613e-08, Par. = -0.00159461  0.000311146   -15.5986    40.6159
## It.    4, RSS = 7.64439e-09, Par. = -0.00200709  0.000403998   -14.9877    35.3756
## It.    5, RSS = 1.86024e-09, Par. = -0.0024547  0.000498387   -14.1184    32.8057
## It.    6, RSS = 1.62199e-09, Par. = -0.00243975  0.000520255   -14.4124    32.6405
## It.    7, RSS = 1.62097e-09, Par. = -0.00242826  0.000523896   -14.5095    32.6237
## It.    8, RSS = 1.61924e-09, Par. = -0.00240239  0.000530204    -14.704    32.6055
## It.    9, RSS = 1.61701e-09, Par. = -0.00235552  0.000542048   -15.0692    32.5642
## It.   10, RSS = 1.61399e-09, Par. = -0.00230988  0.000554881   -15.4572     32.498
## It.   11, RSS = 1.6109e-09, Par. = -0.00227085  0.000566906    -15.814    32.4191
## It.   12, RSS = 1.60877e-09, Par. = -0.00225026  0.000573889   -16.0169    32.3629
## It.   13, RSS = 1.60705e-09, Par. = -0.00221107  0.000586929   -16.3971    32.2602
## It.   14, RSS = 1.60465e-09, Par. = -0.00217283  0.000601024   -16.7999    32.1286
## It.   15, RSS = 1.60215e-09, Par. = -0.00214004  0.000614213   -17.1692    31.9886
## It.   16, RSS = 1.60046e-09, Par. = -0.00212342  0.000621553   -17.3701    31.9007
## It.   17, RSS = 1.5991e-09, Par. = -0.0020915  0.000635297   -17.7478    31.7383
## It.   18, RSS = 1.59723e-09, Par. = -0.00206028  0.000650085   -18.1458    31.5449
## It.   19, RSS = 1.59532e-09, Par. = -0.00203321  0.000663942   -18.5111    31.3485
## It.   20, RSS = 1.59387e-09, Par. = -0.00201562  0.000673615    -18.761    31.2012
## It.   21, RSS = 1.59303e-09, Par. = -0.00198302  0.000691588   -19.2245    30.9249
## It.   22, RSS = 1.59132e-09, Par. = -0.00195113  0.000711181    -19.716    30.5979
## It.   23, RSS = 1.58928e-09, Par. = -0.00192413  0.000729301   -20.1582    30.2737
## It.   24, RSS = 1.58796e-09, Par. = -0.00189595  0.000749255   -20.6359    29.9001
## It.   25, RSS = 1.5863e-09, Par. = -0.00187187  0.000767746   -21.0666    29.5334
## It.   26, RSS = 1.58516e-09, Par. = -0.00184671  0.000788024   -21.5296    29.1157
## It.   27, RSS = 1.58379e-09, Par. = -0.00182497  0.000806859   -21.9479     28.709
## It.   28, RSS = 1.58281e-09, Par. = -0.00180225  0.000827435   -22.3955    28.2501
## It.   29, RSS = 1.58167e-09, Par. = -0.00178242  0.00084659   -22.8005    27.8056
## It.   30, RSS = 1.58092e-09, Par. = -0.00177362  0.000855767   -22.9875    27.5834
## It.   31, RSS = 1.58035e-09, Par. = -0.00175622  0.000873074   -23.3437    27.1652
## It.   32, RSS = 1.57962e-09, Par. = -0.00173889  0.000891469   -23.7119     26.708
## It.   33, RSS = 1.57897e-09, Par. = -0.00172754  0.000904181   -23.9586    26.3821
## It.   34, RSS = 1.57858e-09, Par. = -0.00170634  0.000927894   -24.4172    25.7715
## It.   35, RSS = 1.57778e-09, Par. = -0.00168512  0.000953555   -24.8949    25.0904
## It.   36, RSS = 1.57687e-09, Par. = -0.00166647  0.000977318   -25.3207    24.4411
## It.   37, RSS = 1.57625e-09, Par. = -0.00164667  0.00100329    -25.773    23.7163
## It.   38, RSS = 1.5755e-09, Par. = -0.0016291  0.0010274   -26.1767    23.0263
## It.   39, RSS = 1.57502e-09, Par. = -0.00162127  0.00103869   -26.3561    22.6938
## It.   40, RSS = 1.57467e-09, Par. = -0.00160585  0.00105997   -26.6986    22.0667
## It.   41, RSS = 1.57421e-09, Par. = -0.00159023  0.00108258   -27.0492    21.3899
## It.   42, RSS = 1.57379e-09, Par. = -0.00157907  0.00109922   -27.2966     20.882
## It.   43, RSS = 1.57356e-09, Par. = -0.00155856  0.00113014   -27.7533    19.9387
## It.   44, RSS = 1.57301e-09, Par. = -0.00153758  0.00116378   -28.2232    18.8965
## It.   45, RSS = 1.57239e-09, Par. = -0.00151886  0.00119476   -28.6313    17.9192
## It.   46, RSS = 1.57201e-09, Par. = -0.00151037  0.00120917   -28.8067    17.4542
## It.   47, RSS = 1.57175e-09, Par. = -0.00149391  0.00123617    -29.142    16.5825
## It.   48, RSS = 1.57139e-09, Par. = -0.00147704  0.00126506    -29.482    15.6436
## It.   49, RSS = 1.5711e-09, Par. = -0.00146558   0.001285   -29.7013    14.9866
## It.   50, RSS = 1.57086e-09, Par. = -0.00144481  0.00132191   -30.1075    13.7789
## It.   51, RSS = 1.57046e-09, Par. = -0.00142337  0.0013623   -30.5204    12.4566
## It.   52, RSS = 1.57006e-09, Par. = -0.00140421  0.00139941   -30.8701    11.2351
## It.   53, RSS = 1.56977e-09, Par. = -0.0013883  0.00143047   -31.1414    10.2062
## It.   54, RSS = 1.56961e-09, Par. = -0.00135927  0.00149331   -31.7003    8.18871
## It.   55, RSS = 1.56899e-09, Par. = -0.00133263  0.00155728   -32.2015    6.16855
## It.   56, RSS = 1.56884e-09, Par. = -0.00129648  0.00168947   -33.3396    2.41118
## It.   57, RSS = 1.56837e-09, Par. = -0.00127739  0.00175724   -33.7139   0.472221
## It.   58, RSS = 1.56794e-09, Par. = -0.00125761  0.00181895   -34.0477   -1.32341
## It.   59, RSS = 1.56776e-09, Par. = -0.00124639  0.00186033   -34.2644   -2.47319
## It.   60, RSS = 1.56772e-09, Par. = -0.00123185  0.00194445   -34.8175   -4.62715
## It.   61, RSS = 1.56746e-09, Par. = -0.00122488  0.00198334   -35.0171    -5.6043
## It.   62, RSS = 1.56741e-09, Par. = -0.00121742  0.00205425   -35.4837    -7.2821
## It.   63, RSS = 1.56734e-09, Par. = -0.00121443  0.00213348     -36.04   -9.01663
## It.   64, RSS = 1.56719e-09, Par. = -0.00121539  0.0022133   -36.6305   -10.6575
## It.   65, RSS = 1.56702e-09, Par. = -0.00121851  0.00228581   -37.1806   -12.0835
## It.   66, RSS = 1.56692e-09, Par. = -0.00122539  0.00236614   -37.8319   -13.5815
## It.   67, RSS = 1.5668e-09, Par. = -0.00123319  0.00243983   -38.4374   -14.9097
## It.   68, RSS = 1.56672e-09, Par. = -0.00124398  0.00252033    -39.127    -16.306
## It.   69, RSS = 1.56662e-09, Par. = -0.00125482  0.00259437   -39.7651   -17.5593
## It.   70, RSS = 1.56656e-09, Par. = -0.00126803  0.00267494   -40.4765   -18.8878
## It.   71, RSS = 1.56648e-09, Par. = -0.00128056  0.00274972   -41.1322   -20.1042
## It.   72, RSS = 1.56642e-09, Par. = -0.00129475  0.00283049   -41.8454    -21.398
## It.   73, RSS = 1.56636e-09, Par. = -0.00130791  0.00290565   -42.5003   -22.5926
## It.   74, RSS = 1.56631e-09, Par. = -0.00132234  0.00298671    -43.205   -23.8688
## It.   75, RSS = 1.56626e-09, Par. = -0.00133562  0.00306254   -43.8529   -25.0567
## It.   76, RSS = 1.56622e-09, Par. = -0.00134993  0.00314393   -44.5441   -26.3229
## It.   77, RSS = 1.56617e-09, Par. = -0.00136298  0.00322029   -45.1785   -27.5079
## It.   78, RSS = 1.56614e-09, Par. = -0.00137675  0.0033021   -45.8491   -28.7729
## It.   79, RSS = 1.56609e-09, Par. = -0.00138942  0.00337889   -46.4672   -29.9552
## It.   80, RSS = 1.56606e-09, Par. = -0.00140265  0.0034611   -47.1172   -31.2187
## It.   81, RSS = 1.56602e-09, Par. = -0.0014147  0.00353858   -47.7156   -32.4066
## It.   82, RSS =  1.566e-09, Par. = -0.00142716  0.00362124   -48.3412   -33.6717
## It.   83, RSS = 1.56596e-09, Par. = -0.00143868  0.00369946   -48.9218   -34.8637
## It.   84, RSS = 1.56594e-09, Par. = -0.0014506  0.00378249   -49.5271   -36.1258
## It.   85, RSS = 1.56591e-09, Par. = -0.00146141  0.00386129   -50.0856   -37.3211
## It.   86, RSS = 1.56589e-09, Par. = -0.00147276  0.00394471   -50.6704   -38.5798
## It.   87, RSS = 1.56586e-09, Par. = -0.00148306  0.00402404   -51.2106   -39.7744
## It.   88, RSS = 1.56584e-09, Par. = -0.00149244  0.00409982   -51.7126   -40.9135
## It.   89, RSS = 1.56582e-09, Par. = -0.00150278  0.00418382   -52.2637   -42.1694
## It.   90, RSS = 1.5658e-09, Par. = -0.00151223  0.00426395   -52.7754   -43.3629
## It.   91, RSS = 1.56578e-09, Par. = -0.00152105  0.00434058   -53.2557   -44.4991
## It.   92, RSS = 1.56577e-09, Par. = -0.00153043  0.00442513   -53.7741   -45.7494
## It.   93, RSS = 1.56573e-09, Par. = -0.00153438  0.00446565   -54.0065   -46.3473
## It.   94, RSS = 1.56572e-09, Par. = -0.00153754  0.00449872    -54.195   -46.8366
## It.   95, RSS = 1.56572e-09, Par. = -0.00154447  0.00456332   -54.5802   -47.7835
## It.   96, RSS = 1.5657e-09, Par. = -0.00155087  0.00462589   -54.9427   -48.6969
## It.   97, RSS = 1.56569e-09, Par. = -0.00155694  0.00468641   -55.2883   -49.5768
## It.    0, RSS = 4.21603e-08, Par. =     0.0001     0.0002         -2         10
## It.    1, RSS = 1.78276e-08, Par. = -0.00139375  0.000237745   -15.3357    50.6482
## It.    2, RSS = 1.22142e-08, Par. = -0.00147323  0.000255123   -15.9816    46.2084
## It.    3, RSS = 8.74466e-09, Par. = -0.00164576  0.000306514   -15.8842    41.7991
## It.    4, RSS = 7.84056e-09, Par. = -0.00207553  0.000405863   -15.2801    36.0045
## It.    5, RSS = 1.67626e-09, Par. = -0.00229259  0.000458525   -14.7028    34.8289
## It.    6, RSS = 1.66749e-09, Par. = -0.00213676  0.000552764   -16.9318    34.0438
## It.    7, RSS = 1.4489e-09, Par. = -0.00207278  0.000597858   -18.0683    33.4279
## It.    8, RSS = 1.43159e-09, Par. = -0.00206436  0.000607227   -18.2834    33.2696
## It.    9, RSS = 1.4302e-09, Par. = -0.00202984  0.000622357   -18.7261     33.073
## It.   10, RSS = 1.42807e-09, Par. = -0.0019954  0.000638814   -19.2009    32.8332
## It.   11, RSS = 1.42568e-09, Par. = -0.00196583  0.00065421   -19.6345    32.5866
## It.   12, RSS = 1.42396e-09, Par. = -0.00195017  0.000663139   -19.8792    32.4308
## It.   13, RSS = 1.42285e-09, Par. = -0.00191985  0.000679928   -20.3408    32.1369
## It.   14, RSS = 1.42103e-09, Par. = -0.00189036  0.00069791   -20.8217    31.7955
## It.   15, RSS = 1.41909e-09, Par. = -0.00186474  0.000714733   -21.2598    31.4541
## It.   16, RSS = 1.41771e-09, Par. = -0.00185122  0.000724364   -21.5031    31.2461
## It.   17, RSS = 1.4168e-09, Par. = -0.00182487  0.000742513   -21.9631    30.8515
## It.   18, RSS = 1.41532e-09, Par. = -0.00179904  0.000761876   -22.4389    30.4046
## It.   19, RSS = 1.41377e-09, Par. = -0.00177629  0.000780008   -22.8714    29.9642
## It.   20, RSS = 1.41265e-09, Par. = -0.00176399  0.000790495   -23.1132    29.6969
## It.   21, RSS = 1.41191e-09, Par. = -0.00173997  0.000810291   -23.5708    29.1877
## It.   22, RSS = 1.41067e-09, Par. = -0.00171619  0.000831347   -24.0402    28.6199
## It.   23, RSS = 1.40939e-09, Par. = -0.00169496  0.000851074   -24.4652    28.0654
## It.   24, RSS = 1.40846e-09, Par. = -0.00168334  0.000862457    -24.701    27.7323
## It.   25, RSS = 1.40784e-09, Par. = -0.00166057  0.000883977   -25.1472    27.0962
## It.   26, RSS = 1.40681e-09, Par. = -0.00163778  0.000906792   -25.6005    26.3952
## It.   27, RSS = 1.40574e-09, Par. = -0.0016171  0.000928183   -26.0081     25.714
## It.   28, RSS = 1.40496e-09, Par. = -0.00160546  0.000940681   -26.2353    25.3024
## It.   29, RSS = 1.40444e-09, Par. = -0.00158261  0.000964322   -26.6645    24.5142
## It.   30, RSS = 1.40354e-09, Par. = -0.00155946  0.000989318   -27.0944    23.6529
## It.   31, RSS = 1.40263e-09, Par. = -0.00153814  0.00101276   -27.4765    22.8191
## It.   32, RSS = 1.40196e-09, Par. = -0.00152574  0.00102667   -27.6896    22.3094
## It.   33, RSS = 1.40151e-09, Par. = -0.00150142  0.00105296   -28.0906    21.3325
## It.   34, RSS = 1.4007e-09, Par. = -0.00147646  0.00108069    -28.483    20.2716
## It.   35, RSS = 1.39989e-09, Par. = -0.00145312  0.00110668   -28.8238    19.2477
## It.   36, RSS = 1.39931e-09, Par. = -0.00143869  0.00112283   -29.0175    18.5943
## It.   37, RSS = 1.3989e-09, Par. = -0.00141047  0.00115326   -29.3771    17.3434
## It.   38, RSS = 1.39812e-09, Par. = -0.00138112  0.00118531   -29.7126    15.9902
## It.   39, RSS = 1.39736e-09, Par. = -0.00135334  0.00121527   -29.9868     14.689
## It.   40, RSS = 1.39679e-09, Par. = -0.00133366  0.00123618   -30.1501    13.7572
## It.   41, RSS = 1.39641e-09, Par. = -0.00129565  0.00127522   -30.4375    11.9863
## It.   42, RSS = 1.39549e-09, Par. = -0.00125541  0.00131641   -30.6612    10.0695
## It.   43, RSS = 1.39484e-09, Par. = -0.00123187  0.00134012   -30.7348    8.93858
## It.   44, RSS = 1.39428e-09, Par. = -0.00118593  0.00138389   -30.8542    6.80061
## It.   45, RSS = 1.39339e-09, Par. = -0.00113699  0.00142992   -30.8674    4.51209
## It.   46, RSS = 1.39269e-09, Par. = -0.00103856  0.00152095   -30.7391 -0.0515964
## It.   47, RSS = 1.39183e-09, Par. = -0.00102288  0.00153874   -30.5359  -0.829553
## It.   48, RSS = 1.39132e-09, Par. = -0.000985089  0.00156868   -30.2947   -2.42791
## It.   49, RSS = 1.39099e-09, Par. = -0.000960307  0.00158822   -30.0881   -3.45821
## It.   50, RSS = 1.3908e-09, Par. = -0.000913164  0.0016247   -29.6853   -5.39457
## It.   51, RSS = 1.3906e-09, Par. = -0.000868323  0.00165942   -29.2111   -7.18404
## It.   52, RSS = 1.38973e-09, Par. = -0.000845759  0.00167659   -28.9248   -8.03991
## It.   53, RSS = 1.38948e-09, Par. = -0.000828185  0.00168933   -28.7014   -8.69344
## It.   54, RSS = 1.3894e-09, Par. = -0.000795146  0.00171357   -28.2756   -9.92172
## It.   55, RSS = 1.38896e-09, Par. = -0.000778701  0.00172576   -28.0331    -10.505
## It.   56, RSS = 1.38895e-09, Par. = -0.000747762  0.00174864   -27.5883   -11.6104
## It.   57, RSS = 1.38849e-09, Par. = -0.000732387  0.00176017   -27.3401   -12.1314
## It.   58, RSS = 1.38834e-09, Par. = -0.000718056  0.00177069   -27.1109   -12.6146
## It.   59, RSS = 1.38833e-09, Par. = -0.00069181  0.00179078   -26.6873   -13.5059
## It.   60, RSS = 1.38796e-09, Par. = -0.000678822  0.0018009   -26.4578   -13.9227
## It.   61, RSS = 1.38795e-09, Par. = -0.000655119  0.00181996   -26.0499   -14.7035
## It.   62, RSS = 1.38763e-09, Par. = -0.000643448  0.00182956   -25.8324   -15.0661
## It.   63, RSS = 1.38762e-09, Par. = -0.000622511  0.00184765   -25.4531   -15.7414
## It.   64, RSS = 1.38735e-09, Par. = -0.000612266  0.00185674   -25.2542   -16.0533
## It.   65, RSS = 1.38733e-09, Par. = -0.000594217  0.00187391   -24.9144   -16.6313
## It.   66, RSS = 1.38712e-09, Par. = -0.000584443  0.00188355   -24.7199   -16.9299
## It.   67, RSS = 1.38705e-09, Par. = -0.000577182  0.00189081    -24.576   -17.1532
## It.   68, RSS =  1.387e-09, Par. = -0.000564553  0.00190476   -24.3296   -17.5622
## It.   69, RSS = 1.38692e-09, Par. = -0.000551492  0.00192099   -24.0729   -17.9996
## It.   70, RSS = 1.38682e-09, Par. = -0.000540239  0.00193669   -23.8508    -18.391
## It.   71, RSS = 1.38675e-09, Par. = -0.000529181  0.00195485   -23.6375   -18.8107
## It.   72, RSS = 1.38665e-09, Par. = -0.000520159  0.00197237   -23.4669    -19.185
## It.   73, RSS = 1.38659e-09, Par. = -0.000511919  0.00199257   -23.3216   -19.5865
## It.   74, RSS = 1.38651e-09, Par. = -0.000505642  0.00201205   -23.2201   -19.9483
## It.   75, RSS = 1.38651e-09, Par. = -0.000499258  0.00204887    -23.169   -20.5792
## It.   76, RSS = 1.38636e-09, Par. = -0.000496249  0.00206947   -23.1483   -20.9114
## It.   77, RSS = 1.38631e-09, Par. = -0.000494242  0.0021088   -23.2121   -21.5265
## It.   78, RSS = 1.38622e-09, Par. = -0.000493764  0.00214629   -23.3063     -22.09
## It.   79, RSS = 1.38621e-09, Par. = -0.000496676  0.00221739   -23.5866   -23.1301
## It.   80, RSS = 1.38601e-09, Par. = -0.000497684  0.00225494   -23.7125   -23.6627
## It.   81, RSS = 1.38598e-09, Par. = -0.000501654  0.00232658   -24.0125   -24.6766
## It.   82, RSS = 1.38583e-09, Par. = -0.000503074  0.00236419    -24.145   -25.1944
## It.   83, RSS = 1.3858e-09, Par. = -0.000507193  0.00243621   -24.4408   -26.1873
## It.   84, RSS = 1.38567e-09, Par. = -0.00050868  0.00247391   -24.5709    -26.693
## It.   85, RSS = 1.38565e-09, Par. = -0.000512657  0.0025463   -24.8549   -27.6669
## It.   86, RSS = 1.38553e-09, Par. = -0.00051408  0.00258411    -24.979   -28.1612
## It.   87, RSS = 1.38551e-09, Par. = -0.000517842  0.00265686   -25.2497   -29.1167
## It.   88, RSS = 1.3854e-09, Par. = -0.000518978  0.00269111   -25.3537   -29.5522
## It.   89, RSS = 1.38538e-09, Par. = -0.000522106  0.00275729   -25.5848   -30.4015
## It.   90, RSS = 1.3853e-09, Par. = -0.000524769  0.00281985   -25.7894   -31.1883
## It.   91, RSS = 1.38525e-09, Par. = -0.000527651  0.00288838   -26.0094   -32.0398
## It.   92, RSS = 1.38518e-09, Par. = -0.000530148  0.00295322   -26.2066   -32.8319
## It.   93, RSS = 1.38513e-09, Par. = -0.000532739  0.00302197   -26.4109   -33.6612
## It.   94, RSS = 1.38507e-09, Par. = -0.00053501  0.00308719   -26.5954   -34.4349
## It.   95, RSS = 1.38501e-09, Par. = -0.00053708  0.00314929   -26.7654   -35.1615
## It.   96, RSS = 1.38498e-09, Par. = -0.000539433  0.0032183   -26.9536   -35.9603
## It.   97, RSS = 1.38492e-09, Par. = -0.000541482  0.00328396   -27.1233   -36.7074
## It.    0, RSS = 4.33775e-08, Par. =     0.0001     0.0002         -2         10
## It.    1, RSS = 1.9634e-08, Par. = -0.00150387  0.000231345   -15.5407    54.3646
## It.    2, RSS = 1.16797e-08, Par. = -0.00158583  0.000247403   -16.6467    49.4124
## It.    3, RSS = 8.26391e-09, Par. = -0.00176129  0.000304931   -16.6025    44.1743
## It.    4, RSS = 4.90518e-09, Par. = -0.00194115  0.000351957   -16.2739    41.6087
## It.    5, RSS = 3.94896e-09, Par. = -0.00235837  0.000440786   -15.7269    37.2868
## It.    6, RSS = 1.53395e-09, Par. = -0.00227597  0.000537273   -17.4764    36.3283
## It.    7, RSS = 1.52427e-09, Par. = -0.00226078  0.000555819   -17.8539     36.081
## It.    8, RSS = 1.52331e-09, Par. = -0.00224914  0.000560419    -17.991    36.0347
## It.    9, RSS = 1.52172e-09, Par. = -0.00222337  0.00056871   -18.2658    35.9597
## It.   10, RSS = 1.52034e-09, Par. = -0.00217664  0.000584411   -18.7836    35.8032
## It.   11, RSS = 1.51742e-09, Par. = -0.00213202  0.000601321   -19.3268    35.5987
## It.   12, RSS = 1.51412e-09, Par. = -0.00209411  0.000617162   -19.8228    35.3786
## It.   13, RSS = 1.51183e-09, Par. = -0.00205526  0.000634434   -20.3539    35.1157
## It.   14, RSS = 1.50907e-09, Par. = -0.00202191  0.000650634   -20.8398     34.842
## It.   15, RSS = 1.50706e-09, Par. = -0.00198767  0.000668219   -21.3572    34.5228
## It.   16, RSS = 1.50472e-09, Par. = -0.00195794  0.000684746   -21.8312    34.1973
## It.   17, RSS = 1.50295e-09, Par. = -0.00192735  0.000702607   -22.3334    33.8242
## It.   18, RSS = 1.50095e-09, Par. = -0.00190048  0.000719428    -22.794    33.4485
## It.   19, RSS = 1.49952e-09, Par. = -0.00188661  0.000728849    -23.044    33.2246
## It.   20, RSS = 1.49853e-09, Par. = -0.00185922  0.000746751   -23.5208    32.7958
## It.   21, RSS = 1.49695e-09, Par. = -0.0018325  0.000765666   -24.0088    32.3151
## It.   22, RSS = 1.49534e-09, Par. = -0.00180863  0.000783514   -24.4558    31.8381
## It.   23, RSS = 1.49416e-09, Par. = -0.00179552  0.000793963   -24.7087    31.5452
## It.   24, RSS = 1.49333e-09, Par. = -0.00176969  0.000813846   -25.1905    30.9814
## It.   25, RSS = 1.49195e-09, Par. = -0.00174426  0.000834807   -25.6795    30.3574
## It.   26, RSS = 1.49054e-09, Par. = -0.00172127  0.000854572   -26.1243    29.7432
## It.   27, RSS = 1.48952e-09, Par. = -0.00170888  0.000865798   -26.3665      29.38
## It.   28, RSS = 1.48879e-09, Par. = -0.00168428  0.000887186   -26.8285    28.6791
## It.   29, RSS = 1.48756e-09, Par. = -0.00166224  0.000907451   -27.2459    27.9873
## It.   30, RSS = 1.48666e-09, Par. = -0.00164928  0.000919814   -27.4891    27.5505
## It.   31, RSS = 1.48602e-09, Par. = -0.0016237  0.000943368   -27.9506    26.7055
## It.   32, RSS = 1.48483e-09, Par. = -0.00160059  0.000965651   -28.3623    25.8749
## It.   33, RSS = 1.48399e-09, Par. = -0.0015876  0.000978557    -28.587    25.3778
## It.   34, RSS = 1.48339e-09, Par. = -0.00156175  0.00100316   -29.0138    24.4154
## It.   35, RSS = 1.48232e-09, Par. = -0.00153806  0.00102646   -29.3901     23.472
## It.   36, RSS = 1.48156e-09, Par. = -0.00152373  0.00104076   -29.6051    22.8752
## It.   37, RSS =  1.481e-09, Par. = -0.00149533   0.001068   -30.0098    21.7183
## It.   38, RSS = 1.47994e-09, Par. = -0.00146905  0.00109376   -30.3567    20.5877
## It.   39, RSS = 1.4792e-09, Par. = -0.00145326  0.00110931   -30.5456    19.8848
## It.   40, RSS = 1.47865e-09, Par. = -0.00142185  0.00113889    -30.898    18.5213
## It.   41, RSS = 1.47762e-09, Par. = -0.00139242  0.00116686   -31.1856    17.1909
## It.   42, RSS = 1.4769e-09, Par. = -0.00137293  0.0011852   -31.3465    16.2934
## It.   43, RSS = 1.47635e-09, Par. = -0.00133434  0.00121991   -31.6347    14.5546
## It.   44, RSS = 1.47519e-09, Par. = -0.00129786  0.00125261   -31.8363    12.8643
## It.   45, RSS = 1.47438e-09, Par. = -0.00127029  0.00127663   -31.9377    11.5843
## It.   46, RSS = 1.47376e-09, Par. = -0.00121605  0.00132162   -32.0844    9.11786
## It.   47, RSS = 1.47219e-09, Par. = -0.00116433  0.00136361   -32.0829     6.7398
## It.   48, RSS = 1.47133e-09, Par. = -0.00106482  0.00143935   -31.8931    2.28516
## It.   49, RSS = 1.46989e-09, Par. = -0.00101237  0.0014788   -31.4906 -0.0572704
## It.   50, RSS = 1.46842e-09, Par. = -0.000953983  0.00151675   -31.0106   -2.46299
## It.   51, RSS = 1.46763e-09, Par. = -0.000929418  0.0015325   -30.7344   -3.44321
## It.   52, RSS = 1.46702e-09, Par. = -0.000879279  0.00156185   -30.1988    -5.3898
## It.   53, RSS = 1.4665e-09, Par. = -0.000829295  0.00159047   -29.5616   -7.26074
## It.   54, RSS = 1.46592e-09, Par. = -0.000778775  0.00161821   -28.8365   -9.06447
## It.   55, RSS = 1.46545e-09, Par. = -0.000727777  0.00164516   -28.0226   -10.7911
## It.   56, RSS = 1.46345e-09, Par. = -0.000701389  0.00165892   -27.5434   -11.6176
## It.   57, RSS = 1.46294e-09, Par. = -0.000686114  0.00166644   -27.2631   -12.0827
## It.   58, RSS = 1.4626e-09, Par. = -0.000655951  0.00168092   -26.7095    -12.997
## It.   59, RSS = 1.46207e-09, Par. = -0.000625871  0.00169539   -26.1209   -13.8624
## It.   60, RSS = 1.4615e-09, Par. = -0.000595762  0.0017097    -25.504   -14.6856
## It.   61, RSS = 1.46093e-09, Par. = -0.000565731  0.00172387   -24.8605   -15.4613
## It.   62, RSS = 1.46035e-09, Par. = -0.000535913  0.00173788   -24.1935   -16.1838
## It.   63, RSS = 1.45977e-09, Par. = -0.000506477  0.00175173   -23.5073   -16.8473
## It.   64, RSS = 1.45918e-09, Par. = -0.000477632  0.00176539    -22.808   -17.4464
## It.   65, RSS = 1.45858e-09, Par. = -0.000449625  0.00177884    -22.103   -17.9765
## It.   66, RSS = 1.45796e-09, Par. = -0.000422742  0.00179203   -21.4019   -18.4344
## It.   67, RSS = 1.45733e-09, Par. = -0.000397286  0.00180492   -20.7159   -18.8193
## It.   68, RSS = 1.45711e-09, Par. = -0.000370763  0.00181904   -19.9807   -19.1757
## It.   69, RSS = 1.45555e-09, Par. = -0.00035764  0.00182629   -19.5982   -19.3048
## It.   70, RSS = 1.45532e-09, Par. = -0.000351831  0.00182944   -19.4286   -19.3593
## It.   71, RSS = 1.45513e-09, Par. = -0.000341047  0.00183543   -19.1163     -19.47
## It.   72, RSS = 1.45495e-09, Par. = -0.000334484  0.00183919    -18.922   -19.5264
## It.   73, RSS = 1.45479e-09, Par. = -0.000322728  0.00184631   -18.5751   -19.6333
## It.   74, RSS = 1.45459e-09, Par. = -0.000310025  0.00185474   -18.1943   -19.7364
## It.   75, RSS = 1.45435e-09, Par. = -0.00029883  0.00186289   -17.8536    -19.817
## It.   76, RSS = 1.4542e-09, Par. = -0.000286899  0.00187289   -17.4886   -19.9053
## It.   77, RSS = 1.45403e-09, Par. = -0.000275691  0.00188432   -17.1433   -19.9933
## It.   78, RSS = 1.45387e-09, Par. = -0.000265641  0.00189779   -16.8342   -20.0942
## It.   79, RSS = 1.45373e-09, Par. = -0.000257458  0.0019137    -16.587   -20.2209
## It.   80, RSS = 1.4536e-09, Par. = -0.000251642  0.00193158   -16.4193   -20.3776
## It.   81, RSS = 1.45354e-09, Par. = -0.000247474  0.0019702   -16.3403   -20.7847
## It.   82, RSS = 1.45334e-09, Par. = -0.000245877  0.00200698    -16.341   -21.1771
## It.   83, RSS = 1.45328e-09, Par. = -0.000246678  0.00207689   -16.4741   -21.9627
## It.   84, RSS = 1.45302e-09, Par. = -0.000246729  0.00211366   -16.5259   -22.3505
## It.   85, RSS = 1.45294e-09, Par. = -0.000248333  0.00218399     -16.68   -23.1204
## It.   86, RSS = 1.45279e-09, Par. = -0.00024989  0.0022574   -16.8307   -23.8978
## It.   87, RSS = 1.4526e-09, Par. = -0.000251127  0.00232542   -16.9585   -24.5961
## It.   88, RSS = 1.45247e-09, Par. = -0.000252498  0.00239903   -17.0947   -25.3377
## It.   89, RSS = 1.4523e-09, Par. = -0.000253606  0.00246757   -17.2115   -26.0074
## It.   90, RSS = 1.45219e-09, Par. = -0.000254826  0.00254135   -17.3353   -26.7154
## It.   91, RSS = 1.45205e-09, Par. = -0.00025583  0.00261035   -17.4425   -27.3583
## It.   92, RSS = 1.45195e-09, Par. = -0.000256927  0.00268428   -17.5555    -28.035
## It.   93, RSS = 1.45182e-09, Par. = -0.00025784  0.00275369   -17.6542   -28.6526
## It.   94, RSS = 1.45173e-09, Par. = -0.000258834  0.00282775    -17.758   -29.3004
## It.   95, RSS = 1.45162e-09, Par. = -0.000259662  0.0028975   -17.8489   -29.8937
## It.   96, RSS = 1.45154e-09, Par. = -0.000260563  0.00297168   -17.9443   -30.5144
## It.    0, RSS =  4.361e-08, Par. =     0.0001     0.0002         -2         10
## It.    1, RSS = 1.9429e-08, Par. = -0.00160404  0.000232866   -16.7792    58.6793
## It.    2, RSS = 1.20391e-08, Par. = -0.00169102  0.000251054   -18.0134    53.5181
## It.    3, RSS = 8.93749e-09, Par. = -0.00187461  0.000312566   -18.0023    47.6217
## It.    4, RSS = 5.15114e-09, Par. = -0.00210953  0.000373248   -17.6009     44.116
## It.    5, RSS = 3.40088e-09, Par. = -0.00230633  0.000416874   -17.2712     42.207
## It.    6, RSS = 3.32593e-09, Par. = -0.00268984  0.000508093    -17.043    38.9841
## It.    7, RSS = 2.10869e-09, Par. = -0.00252946  0.000543114   -18.0401    38.9749
## It.    8, RSS = 2.05798e-09, Par. = -0.00250988  0.000550045   -18.2771    38.8709
## It.    9, RSS = 2.05423e-09, Par. = -0.00245641  0.000562946   -18.7245    38.7549
## It.   10, RSS = 2.04932e-09, Par. = -0.00240978  0.000575266   -19.1465    38.6175
## It.   11, RSS = 2.04534e-09, Par. = -0.00237595  0.000584917   -19.4705    38.4942
## It.   12, RSS = 2.04299e-09, Par. = -0.00231219  0.000603305   -20.0853    38.2483
## It.   13, RSS = 2.0371e-09, Par. = -0.00225239  0.000622978   -20.7225     37.932
## It.   14, RSS = 2.03059e-09, Par. = -0.00220151  0.000641542   -21.3051    37.5924
## It.   15, RSS = 2.02604e-09, Par. = -0.00214973  0.000661719   -21.9237    37.1891
## It.   16, RSS = 2.02056e-09, Par. = -0.00210513  0.000680772     -22.49    36.7687
## It.   17, RSS = 2.0165e-09, Par. = -0.00205958  0.000701377   -23.0873    36.2809
## It.   18, RSS = 2.01184e-09, Par. = -0.00201983  0.000720871   -23.6341    35.7823
## It.   19, RSS = 2.00821e-09, Par. = -0.00197911  0.000741849   -24.2071    35.2137
## It.   20, RSS = 2.0042e-09, Par. = -0.0019431  0.000761735   -24.7317    34.6396
## It.   21, RSS = 2.00134e-09, Par. = -0.00192481  0.000772743   -25.0099    34.3029
## It.   22, RSS = 1.99923e-09, Par. = -0.00188808  0.000793795   -25.5445    33.6509
## It.   23, RSS = 1.99582e-09, Par. = -0.00185585  0.000813883   -26.0323    32.9923
## It.   24, RSS = 1.99335e-09, Par. = -0.00183685  0.000826489   -26.3252    32.5602
## It.   25, RSS = 1.99152e-09, Par. = -0.00179924  0.000850616   -26.8844    31.7178
## It.   26, RSS = 1.98807e-09, Par. = -0.00176615  0.000873568    -27.387     30.874
## It.   27, RSS = 1.98569e-09, Par. = -0.0017486  0.000886535   -27.6548    30.3773
## It.   28, RSS = 1.9839e-09, Par. = -0.00171324  0.000911352   -28.1678    29.4097
## It.   29, RSS = 1.98092e-09, Par. = -0.00168154  0.000935015   -28.6257    28.4466
## It.   30, RSS = 1.97879e-09, Par. = -0.00166249  0.000949837   -28.8943     27.822
## It.   31, RSS = 1.97717e-09, Par. = -0.00162446  0.000978202   -29.4037     26.601
## It.   32, RSS = 1.97411e-09, Par. = -0.00159011  0.00100518   -29.8461    25.3916
## It.   33, RSS = 1.97201e-09, Par. = -0.00157077  0.00102092   -30.0806    24.6629
## It.   34, RSS = 1.97038e-09, Par. = -0.0015317   0.001051   -30.5242    23.2372
## It.   35, RSS = 1.96753e-09, Par. = -0.00149579  0.00107966    -30.897    21.8291
## It.   36, RSS = 1.96551e-09, Par. = -0.00147276  0.0010983   -31.1093    20.8857
## It.   37, RSS = 1.96393e-09, Par. = -0.00142657  0.00113386   -31.4986    19.0362
## It.   38, RSS = 1.96071e-09, Par. = -0.00138366  0.00116766   -31.7924     17.216
## It.   39, RSS = 1.95852e-09, Par. = -0.00135548  0.00118982   -31.9382     15.986
## It.   40, RSS = 1.95671e-09, Par. = -0.00129863  0.00123193   -32.1838     13.571
## It.   41, RSS = 1.95293e-09, Par. = -0.00124492  0.00127191   -32.2933    11.2003
## It.   42, RSS = 1.94995e-09, Par. = -0.00119263  0.00130936   -32.2933    8.90029
## It.   43, RSS = 1.94726e-09, Par. = -0.00108859  0.00137946   -32.1169    4.40874
## It.   44, RSS = 1.94058e-09, Par. = -0.000988464  0.00144519   -31.5047  0.0650519
## It.   45, RSS = 1.93743e-09, Par. = -0.000936864  0.0014779   -30.9549   -2.07339
## It.   46, RSS = 1.93554e-09, Par. = -0.000824249  0.00153876   -29.7623   -6.45079
## It.   47, RSS = 1.92904e-09, Par. = -0.000797071  0.00155608   -29.2447   -7.43403
## It.   48, RSS = 1.92673e-09, Par. = -0.00073412  0.00158587   -28.3019   -9.61737
## It.   49, RSS = 1.92522e-09, Par. = -0.000669049  0.0016161   -27.1633   -11.7252
## It.   50, RSS = 1.91839e-09, Par. = -0.000640215  0.00162964   -26.5702   -12.5532
## It.   51, RSS = 1.91602e-09, Par. = -0.000611152  0.00164188   -25.9869   -13.3761
## It.   52, RSS = 1.9138e-09, Par. = -0.000585115  0.00165263   -25.4392   -14.0769
## It.   53, RSS = 1.91354e-09, Par. = -0.000531947  0.00167383   -24.2911   -15.4519
## It.   54, RSS = 1.90685e-09, Par. = -0.000507412  0.00168415   -23.6844   -15.9705
## It.   55, RSS = 1.90434e-09, Par. = -0.000484718  0.00169285   -23.1326   -16.4466
## It.   56, RSS = 1.90407e-09, Par. = -0.000438553  0.00171004   -21.9861   -17.3658
## It.   57, RSS = 1.89671e-09, Par. = -0.000417244  0.00171846   -21.3949   -17.6712
## It.   58, RSS = 1.89392e-09, Par. = -0.000396341  0.00172602   -20.8244   -17.9752
## It.   59, RSS = 1.8911e-09, Par. = -0.000375561  0.00173344   -20.2422   -18.2424
## It.   60, RSS = 1.88821e-09, Par. = -0.000356023  0.00174036     -19.68   -18.4567
## It.   61, RSS = 1.88814e-09, Par. = -0.000316607  0.00175401   -18.5266   -18.8357
## It.   62, RSS = 1.87882e-09, Par. = -0.000298418  0.00176075   -17.9439   -18.8796
## It.   63, RSS = 1.8754e-09, Par. = -0.000280246  0.00176692   -17.3708   -18.9359
## It.   64, RSS = 1.87189e-09, Par. = -0.000262429  0.00177292   -16.7961   -18.9526
## It.   65, RSS = 1.86823e-09, Par. = -0.000245091  0.00177871   -16.2249   -18.9299
## It.   66, RSS = 1.86442e-09, Par. = -0.000227973  0.00178438   -15.6493   -18.8681
## It.   67, RSS = 1.86046e-09, Par. = -0.000211443  0.00178981   -15.0821   -18.7678
## It.   68, RSS = 1.85633e-09, Par. = -0.000194892  0.00179521   -14.5034   -18.6272
## It.   69, RSS = 1.85203e-09, Par. = -0.000179209  0.00180029   -13.9438   -18.4509
## It.   70, RSS = 1.85188e-09, Par. = -0.000148979  0.00180998   -12.8511   -18.0528
## It.   71, RSS = 1.83843e-09, Par. = -0.000133317  0.00181528   -12.2464   -17.6908
## It.   72, RSS = 1.83338e-09, Par. = -0.000119561  0.00181962     -11.72   -17.3775
## It.   73, RSS = 1.83175e-09, Par. = -9.43751e-05  0.00182759   -10.7436   -16.7522
## It.   74, RSS = 1.81952e-09, Par. = -8.16286e-05  0.00183183   -10.2209   -16.2985
## It.   75, RSS = 1.81511e-09, Par. = -7.13755e-05  0.00183505   -9.80461   -15.9409
## It.   76, RSS = 1.81264e-09, Par. = -5.12268e-05  0.0018417   -8.97883   -15.2067
## It.   77, RSS = 1.80553e-09, Par. = -3.28073e-05  0.00184885   -8.19497   -14.3827
## It.   78, RSS = 1.80021e-09, Par. = -1.56367e-05  0.00185816   -7.45229   -13.5305
## It.   79, RSS = 1.79588e-09, Par. = -2.9058e-06  0.0018891   -6.89706   -12.9298
## It.   80, RSS = 1.7915e-09, Par. =  1.1281e-06  0.00193063   -6.72573   -12.8387
## It.   81, RSS = 1.79073e-09, Par. =  2.30834e-06  0.00201115   -6.69494   -13.1158
## It.   82, RSS = 1.78991e-09, Par. =  2.62486e-06  0.00209606    -6.7011   -13.4449
## It.   83, RSS = 1.78978e-09, Par. =  2.30184e-06  0.00225129   -6.75152   -14.0895
## It.   84, RSS = 1.78812e-09, Par. =  2.4111e-06  0.00233627   -6.76119   -14.3777
## It.   85, RSS = 1.78792e-09, Par. =  2.08634e-06  0.00249357   -6.80557   -14.9647
## It.   86, RSS = 1.78671e-09, Par. =  2.14985e-06  0.00257859   -6.81481   -15.2271
## It.   87, RSS = 1.78649e-09, Par. =  1.86938e-06  0.00273716   -6.85236   -15.7608
## It.   88, RSS = 1.78584e-09, Par. =  1.66971e-06  0.0029072   -6.88401   -16.2815
## It.   89, RSS = 1.7851e-09, Par. =  1.53141e-06  0.00307728   -6.91021   -16.7647
## It.   90, RSS = 1.78445e-09, Par. =  1.41763e-06  0.0032474   -6.93327   -17.2193
## It.   91, RSS = 1.78387e-09, Par. =  1.3229e-06  0.00341754   -6.95373   -17.6485
## It.   92, RSS = 1.78337e-09, Par. =  1.23309e-06  0.00358772   -6.97248   -18.0559
## It.   93, RSS = 1.78288e-09, Par. =  1.18018e-06  0.00374115   -6.98681   -18.4019
## It.   94, RSS = 1.78255e-09, Par. =  1.09252e-06  0.00391135   -7.00334   -18.7758
## It.    0, RSS = 4.33968e-08, Par. =     0.0001     0.0002         -2         10
## It.    1, RSS = 2.20953e-08, Par. = -0.00170723  0.000222774   -16.1111    61.4784
## It.    2, RSS = 1.05146e-08, Par. = -0.00177928  0.000233482   -18.0429    56.6452
## It.    3, RSS = 7.75688e-09, Par. = -0.00193119  0.00029406   -18.1797    50.0899
## It.    4, RSS = 4.17711e-09, Par. = -0.0021405  0.000353815   -17.8773    46.2277
## It.    5, RSS = 2.75047e-09, Par. = -0.0022843  0.000388603   -17.6352    44.5751
## It.    6, RSS = 2.0627e-09, Par. = -0.00259928  0.000455605   -17.2757    41.5439
## It.    7, RSS = 1.56236e-09, Par. = -0.00244856  0.000522964   -19.0145    41.0976
## It.    8, RSS = 1.4811e-09, Par. = -0.00243257  0.000536009   -19.3703    40.8616
## It.    9, RSS = 1.47931e-09, Par. = -0.00240436  0.000543565   -19.6416    40.7838
## It.   10, RSS = 1.4776e-09, Par. = -0.00234888  0.000557514   -20.1684    40.6368
## It.   11, RSS = 1.47396e-09, Par. = -0.00230161  0.000570838   -20.6596    40.4609
## It.   12, RSS = 1.47128e-09, Par. = -0.0022518  0.000585783   -21.2009    40.2396
## It.   13, RSS = 1.46796e-09, Par. = -0.00220841  0.000600006   -21.7041     39.999
## It.   14, RSS = 1.46536e-09, Par. = -0.00216452  0.000615275   -22.2345    39.7163
## It.   15, RSS = 1.46248e-09, Par. = -0.00212584  0.000629817   -22.7279    39.4194
## It.   16, RSS = 1.46014e-09, Par. = -0.00208662  0.000645374   -23.2457    39.0781
## It.   17, RSS = 1.45761e-09, Par. = -0.00205176  0.000660209   -23.7276    38.7264
## It.   18, RSS = 1.45576e-09, Par. = -0.00203423  0.000668357   -23.9843    38.5182
## It.   19, RSS = 1.45439e-09, Par. = -0.00199932  0.000683984   -24.4789    38.1168
## It.   20, RSS = 1.45222e-09, Par. = -0.0019686  0.000698968    -24.939    37.7033
## It.   21, RSS = 1.45062e-09, Par. = -0.00195125  0.000708065   -25.2098    37.4378
## It.   22, RSS = 1.44942e-09, Par. = -0.00191703  0.00072553   -25.7301    36.9216
## It.   23, RSS = 1.44729e-09, Par. = -0.00188693  0.00074224   -26.2103     36.396
## It.   24, RSS = 1.44577e-09, Par. = -0.00187142  0.000751521   -26.4672     36.089
## It.   25, RSS = 1.44462e-09, Par. = -0.0018404  0.000769348   -26.9624    35.4929
## It.   26, RSS = 1.44278e-09, Par. = -0.00181276  0.000786433   -27.4189    34.8919
## It.   27, RSS = 1.44144e-09, Par. = -0.00179706  0.000796721   -27.6834    34.5148
## It.   28, RSS = 1.44042e-09, Par. = -0.00176591  0.000816493   -28.1914    33.7795
## It.   29, RSS = 1.43861e-09, Par. = -0.00173806  0.000835409   -28.6552    33.0431
## It.   30, RSS = 1.43733e-09, Par. = -0.00172329  0.000846028   -28.9034    32.6138
## It.   31, RSS = 1.43635e-09, Par. = -0.00169366  0.000866441    -29.381    31.7767
## It.   32, RSS = 1.43475e-09, Par. = -0.00166682  0.000885999    -29.815    30.9425
## It.   33, RSS = 1.43358e-09, Par. = -0.00165133  0.000897773   -30.0627    30.4238
## It.   34, RSS = 1.43269e-09, Par. = -0.00162042  0.000920408   -30.5369    29.4094
## It.   35, RSS = 1.43109e-09, Par. = -0.00159225  0.000942065   -30.9609    28.4029
## It.   36, RSS = 1.42996e-09, Par. = -0.00157675  0.00095443   -31.1865    27.8104
## It.   37, RSS = 1.42908e-09, Par. = -0.00154557  0.000978193   -31.6183    26.6511
## It.   38, RSS = 1.4276e-09, Par. = -0.0015168  0.00100095    -31.998    25.5039
## It.   39, RSS = 1.42654e-09, Par. = -0.00149957  0.0010149   -32.2111    24.7811
## It.   40, RSS = 1.4257e-09, Par. = -0.00146504  0.00104168   -32.6138    23.3645
## It.   41, RSS = 1.42415e-09, Par. = -0.00143293  0.0010673   -32.9536    21.9665
## It.   42, RSS = 1.42307e-09, Par. = -0.00141397  0.00108263   -33.1309    21.1069
## It.   43, RSS = 1.4222e-09, Par. = -0.0013758  0.00111202    -33.461    19.4202
## It.   44, RSS = 1.42062e-09, Par. = -0.00133987  0.00114014   -33.7174    17.7583
## It.   45, RSS = 1.41949e-09, Par. = -0.00131563  0.00115907   -33.8525    16.6103
## It.   46, RSS = 1.41857e-09, Par. = -0.00126702  0.00119519   -34.0836    14.3567
## It.   47, RSS = 1.41657e-09, Par. = -0.00122087  0.00122963   -34.2019    12.1433
## It.   48, RSS = 1.41512e-09, Par. = -0.0011827  0.00125737   -34.2224    10.3076
## It.   49, RSS = 1.41383e-09, Par. = -0.00110651  0.00130971   -34.1659    6.71596
## It.   50, RSS = 1.41052e-09, Par. = -0.00103323  0.00135923    -33.847    3.22071
## It.   51, RSS = 1.40773e-09, Par. = -0.000886475  0.00144988   -32.8374   -3.49696
## It.   52, RSS = 1.40549e-09, Par. = -0.000880336  0.0014609   -32.5121   -3.88418
## It.   53, RSS = 1.40446e-09, Par. = -0.000849897  0.00147693   -32.1262   -5.14539
## It.   54, RSS = 1.40337e-09, Par. = -0.00078859  0.00150822   -31.2896   -7.63505
## It.   55, RSS = 1.40277e-09, Par. = -0.000725984  0.0015395   -30.2639   -10.0491
## It.   56, RSS = 1.39918e-09, Par. = -0.000697342  0.00155379   -29.7028   -11.0634
## It.   57, RSS =  1.398e-09, Par. = -0.000671866  0.00156532   -29.2123    -11.945
## It.   58, RSS = 1.39787e-09, Par. = -0.000620244  0.00158788   -28.1867   -13.6853
## It.   59, RSS = 1.39478e-09, Par. = -0.000593496  0.00159988   -27.5734   -14.4926
## It.   60, RSS = 1.39364e-09, Par. = -0.000575583  0.0016074    -27.161   -15.0157
## It.   61, RSS = 1.39279e-09, Par. = -0.00053925  0.00162207   -26.3177   -16.0597
## It.   62, RSS = 1.39138e-09, Par. = -0.000501903  0.00163714   -25.3867   -17.0342
## It.   63, RSS = 1.38923e-09, Par. = -0.000467602  0.0016507    -24.482   -17.8366
## It.   64, RSS = 1.3876e-09, Par. = -0.000431941  0.00166442   -23.5001   -18.5847
## It.   65, RSS = 1.38519e-09, Par. = -0.00039896  0.00167693    -22.544   -19.1747
## It.   66, RSS = 1.38346e-09, Par. = -0.000364734  0.00168962   -21.5118   -19.6915
## It.   67, RSS = 1.38064e-09, Par. = -0.000333217  0.00170118    -20.515   -20.0535
## It.   68, RSS = 1.37876e-09, Par. = -0.000300665  0.00171289   -19.4478   -20.3229
## It.   69, RSS = 1.37549e-09, Par. = -0.000270732  0.00172359   -18.4224    -20.445
## It.   70, RSS = 1.3734e-09, Par. = -0.000240138  0.00173437   -17.3388   -20.4561
## It.   71, RSS = 1.3713e-09, Par. = -0.000209279  0.00174519   -16.2029   -20.3248
## It.   72, RSS = 1.36646e-09, Par. = -0.000182022  0.00175477   -15.1586   -20.0598
## It.   73, RSS = 1.36357e-09, Par. = -0.000155238  0.00176412   -14.1028   -19.6788
## It.   74, RSS = 1.36016e-09, Par. = -0.000129775  0.00177314   -13.0653   -19.1756
## It.   75, RSS = 1.35603e-09, Par. = -0.000106488  0.00178163   -12.0873   -18.5814
## It.   76, RSS = 1.35471e-09, Par. = -8.28042e-05  0.00179094   -11.0674   -17.8537
## It.   77, RSS = 1.34583e-09, Par. = -7.16975e-05  0.00179561   -10.5687      -17.4
## It.   78, RSS = 1.34481e-09, Par. = -6.75985e-05  0.00179729   -10.3859   -17.2311
## It.   79, RSS = 1.34402e-09, Par. = -5.94301e-05   0.001801   -10.0219   -16.9133
## It.   80, RSS = 1.34337e-09, Par. = -5.4635e-05  0.0018034   -9.80439   -16.7061
## It.   81, RSS = 1.34293e-09, Par. = -4.52957e-05  0.00181035    -9.3828   -16.3211
## It.   82, RSS = 1.3424e-09, Par. = -3.74343e-05  0.00182561   -9.02633   -16.0208
## It.   83, RSS = 1.34189e-09, Par. = -3.38424e-05  0.00184553   -8.86738   -15.9476
## It.   84, RSS = 1.34165e-09, Par. = -3.24375e-05   0.001884    -8.8198   -16.1094
## It.   85, RSS = 1.34137e-09, Par. = -3.23151e-05  0.00195752   -8.84742   -16.5492
## It.   86, RSS = 1.34099e-09, Par. = -3.24595e-05  0.00203436   -8.88584   -17.0006
## It.   87, RSS = 1.34062e-09, Par. = -3.26149e-05  0.00210487   -8.92006   -17.3998
## It.   88, RSS = 1.34034e-09, Par. = -3.27037e-05  0.00216157   -8.94449   -17.7077
## It.   89, RSS = 1.3402e-09, Par. = -3.32105e-05  0.00226843   -9.00629   -18.3037
## It.   90, RSS = 1.33986e-09, Par. = -3.35926e-05  0.00238189   -9.05991   -18.8899
## It.   91, RSS = 1.33947e-09, Par. = -3.38821e-05  0.00249541   -9.10591   -19.4421
## It.   92, RSS = 1.33906e-09, Par. = -3.40668e-05  0.00259784   -9.14118   -19.9117
## It.   93, RSS = 1.33882e-09, Par. = -3.43135e-05  0.00271144   -9.18073   -20.4195
## It.   94, RSS = 1.3385e-09, Par. = -3.44782e-05  0.00281483   -9.21156   -20.8556
## It.   95, RSS = 1.33829e-09, Par. = -3.46891e-05  0.00292849   -9.24561   -21.3231
## It.   96, RSS = 1.33802e-09, Par. = -3.48347e-05  0.00303272   -9.27268   -21.7297
## It.    0, RSS = 4.42068e-08, Par. =     0.0001     0.0002         -2         10
## It.    1, RSS = 2.06779e-08, Par. = -0.00176893  0.000223386   -17.0597    64.3753
## It.    2, RSS =  1.035e-08, Par. = -0.00184576  0.000236723   -19.0223     59.367
## It.    3, RSS = 7.85812e-09, Par. = -0.00200543  0.000299983   -19.1719    52.3966
## It.    4, RSS = 4.20293e-09, Par. = -0.00222516  0.000362536   -18.8431     48.331
## It.    5, RSS = 2.8871e-09, Par. = -0.00235611  0.00039467   -18.6081    46.8237
## It.    6, RSS = 2.13019e-09, Par. = -0.00264522  0.000456113   -18.2739    43.9498
## It.    7, RSS = 1.64383e-09, Par. = -0.00260503  0.000522658   -19.5603    43.0503
## It.    8, RSS = 1.63212e-09, Par. = -0.00257986  0.000534407    -19.866    42.9204
## It.    9, RSS = 1.6307e-09, Par. = -0.00250589  0.000551404   -20.5265    42.7906
## It.   10, RSS = 1.62381e-09, Par. = -0.00247157  0.000560727   -20.8813    42.6816
## It.   11, RSS = 1.62244e-09, Par. = -0.00240377  0.000578376   -21.5561    42.4821
## It.   12, RSS = 1.61601e-09, Par. = -0.00237361  0.000587886   -21.9054    42.3362
## It.   13, RSS = 1.61448e-09, Par. = -0.00231351  0.000605941   -22.5713    42.0658
## It.   14, RSS = 1.60989e-09, Par. = -0.00225708  0.000625133   -23.2584    41.7231
## It.   15, RSS = 1.60477e-09, Par. = -0.0022087  0.000643285   -23.8889    41.3562
## It.   16, RSS = 1.60122e-09, Par. = -0.00215955  0.000662926   -24.5558     40.923
## It.   17, RSS = 1.59689e-09, Par. = -0.00211691  0.000681513   -25.1684     40.472
## It.   18, RSS = 1.5937e-09, Par. = -0.00207347  0.00070153   -25.8124    39.9514
## It.   19, RSS = 1.58999e-09, Par. = -0.0020353  0.000720506    -26.404    39.4189
## It.   20, RSS = 1.58712e-09, Par. = -0.00199628  0.000740848    -27.022    38.8143
## It.   21, RSS = 1.58391e-09, Par. = -0.00196157  0.000760166   -27.5896    38.2032
## It.   22, RSS = 1.58164e-09, Par. = -0.00194528  0.000770083   -27.8687    37.8703
## It.   23, RSS = 1.57996e-09, Par. = -0.00191217  0.000789131   -28.4089    37.2256
## It.   24, RSS = 1.57745e-09, Par. = -0.00188271  0.00080738   -28.9063    36.5738
## It.   25, RSS = 1.57557e-09, Par. = -0.00186437  0.000819378   -29.2209    36.1269
## It.   26, RSS = 1.57418e-09, Par. = -0.00182818  0.000842436   -29.8231    35.2515
## It.   27, RSS = 1.57139e-09, Par. = -0.00179617  0.000864405    -30.367    34.3727
## It.   28, RSS = 1.56948e-09, Par. = -0.00178039  0.000875981   -30.6375    33.8895
## It.   29, RSS = 1.56803e-09, Par. = -0.00174831  0.000898226   -31.1602    32.9472
## It.   30, RSS = 1.56581e-09, Par. = -0.00171924  0.000919517   -31.6325    32.0068
## It.   31, RSS = 1.56416e-09, Par. = -0.00170102  0.00093336   -31.9228    31.3741
## It.   32, RSS = 1.56291e-09, Par. = -0.00166476  0.000959962   -32.4752    30.1332
## It.   33, RSS = 1.56043e-09, Par. = -0.00163188  0.000985304   -32.9601    28.9007
## It.   34, RSS = 1.55875e-09, Par. = -0.00161472  0.000999064   -33.2011    28.2084
## It.   35, RSS = 1.55742e-09, Par. = -0.0015798  0.00102548   -33.6629    26.8511
## It.   36, RSS = 1.55531e-09, Par. = -0.00154747  0.00105076   -34.0618     25.506
## It.   37, RSS = 1.55376e-09, Par. = -0.00152637  0.00106747   -34.2994    24.5889
## It.   38, RSS = 1.55255e-09, Par. = -0.0014841  0.00109954   -34.7412    22.7853
## It.   39, RSS = 1.55004e-09, Par. = -0.00144474  0.00113008   -35.0933    21.0037
## It.   40, RSS = 1.54836e-09, Par. = -0.00142187  0.00114796   -35.2603    19.9281
## It.   41, RSS = 1.54696e-09, Par. = -0.00137535  0.00118215   -35.5646    17.8094
## It.   42, RSS = 1.54448e-09, Par. = -0.00133121  0.00121479   -35.7662    15.7174
## It.   43, RSS = 1.54259e-09, Par. = -0.00129606  0.00124023   -35.8601    14.0338
## It.   44, RSS = 1.54106e-09, Par. = -0.00122545  0.00128859   -35.9655    10.7144
## It.   45, RSS = 1.53681e-09, Par. = -0.00115766  0.00133437   -35.8483    7.45107
## It.   46, RSS = 1.53452e-09, Par. = -0.00102092  0.00141921   -35.2872    1.06726
## It.   47, RSS = 1.53015e-09, Par. = -0.000970655  0.00145284   -34.6382   -1.35488
## It.   48, RSS = 1.52606e-09, Par. = -0.000912094  0.00148349   -33.9735   -3.85768
## It.   49, RSS = 1.52389e-09, Par. = -0.000867709  0.00150583   -33.3655   -5.69884
## It.   50, RSS = 1.52369e-09, Par. = -0.000775423  0.00154884   -32.0203   -9.39094
## It.   51, RSS = 1.51778e-09, Par. = -0.000733525  0.00156903   -31.1833   -10.9193
## It.   52, RSS = 1.51518e-09, Par. = -0.000708994  0.00157951   -30.6985   -11.7669
## It.   53, RSS = 1.51351e-09, Par. = -0.000658322  0.00159973   -29.6938   -13.4977
## It.   54, RSS = 1.51088e-09, Par. = -0.000610299  0.0016187   -28.6321   -15.0108
## It.   55, RSS = 1.50847e-09, Par. = -0.000559355  0.00163795   -27.4276   -16.4887
## It.   56, RSS = 1.50448e-09, Par. = -0.000513215  0.00165489   -26.2469   -17.6801
## It.   57, RSS = 1.50216e-09, Par. = -0.000463932  0.00167223   -24.9141   -18.8117
## It.   58, RSS = 1.4969e-09, Par. = -0.000420004  0.00168738   -23.6376   -19.6448
## It.   59, RSS = 1.49484e-09, Par. = -0.000372869  0.00170302   -22.2009    -20.379
## It.   60, RSS = 1.4834e-09, Par. = -0.000352516  0.00171009   -21.5204   -20.5528
## It.   61, RSS = 1.48062e-09, Par. = -0.000335493  0.00171543   -20.9614   -20.7122
## It.   62, RSS = 1.47928e-09, Par. = -0.000300776  0.00172603   -19.8079        -21
## It.   63, RSS = 1.47381e-09, Par. = -0.000268347  0.00173613   -18.6641   -21.0896
## It.   64, RSS = 1.46956e-09, Par. = -0.000233965  0.00174659   -17.4096   -21.0438
## It.   65, RSS = 1.46103e-09, Par. = -0.000203607  0.00175578   -16.2499   -20.8273
## It.   66, RSS = 1.45592e-09, Par. = -0.000171573  0.00176519    -14.989   -20.4529
## It.   67, RSS = 1.4453e-09, Par. = -0.000143402  0.00177342   -13.8314   -19.9299
## It.   68, RSS = 1.43881e-09, Par. = -0.000114127  0.00178172    -12.595   -19.2295
## It.   69, RSS = 1.4262e-09, Par. = -8.82407e-05  0.00178899    -11.458   -18.4038
## It.   70, RSS = 1.4173e-09, Par. = -6.2366e-05  0.00179607   -10.2917   -17.4115
## It.   71, RSS = 1.40371e-09, Par. = -3.92757e-05  0.00180268   -9.21495   -16.3242
## It.   72, RSS = 1.38953e-09, Par. = -1.95166e-05  0.00180857   -8.26957   -15.2341
## It.   73, RSS = 1.38121e-09, Par. = -9.33551e-08  0.00181499   -7.32045   -14.0274
## It.   74, RSS = 1.37353e-09, Par. =  1.76443e-05  0.00182422   -6.42994   -12.7683
## It.   75, RSS = 1.36282e-09, Par. =  2.67131e-05  0.0018667     -5.972   -12.1775
## It.   76, RSS = 1.35995e-09, Par. =  2.90566e-05  0.00196551   -5.87184   -12.3515
## It.   77, RSS = 1.35859e-09, Par. =  2.98121e-05  0.00204792   -5.84641   -12.5734
## It.   78, RSS = 1.35835e-09, Par. =  2.9796e-05  0.00219972   -5.87257    -13.107
## It.   79, RSS = 1.35703e-09, Par. =  2.9925e-05  0.00228213   -5.87587    -13.344
## It.   80, RSS = 1.35674e-09, Par. =  2.97419e-05  0.00243497   -5.90613   -13.8396
## It.   81, RSS = 1.35606e-09, Par. =  2.95967e-05  0.00259979   -5.93233    -14.324
## It.   82, RSS = 1.3553e-09, Par. =  2.94943e-05  0.00276464   -5.95392    -14.771
## It.   83, RSS = 1.35464e-09, Par. =  2.94103e-05  0.00292951   -5.97277   -15.1895
## It.   84, RSS = 1.35407e-09, Par. =  2.9336e-05  0.00309441    -5.9896   -15.5833
## It.   85, RSS = 1.35357e-09, Par. =  2.92686e-05  0.00325933    -6.0048   -15.9553
## It.   86, RSS = 1.35313e-09, Par. =  2.92068e-05  0.00342426   -6.01861   -16.3078
## It.   87, RSS = 1.35272e-09, Par. =  2.9168e-05  0.00357275    -6.0292   -16.6068
## It.   88, RSS = 1.35243e-09, Par. =  2.91771e-05  0.00366845   -6.03363   -16.7854
## It.   89, RSS = 1.35225e-09, Par. =  2.9075e-05  0.00384965   -6.04876   -17.1401
## It.   90, RSS = 1.35194e-09, Par. =  2.89997e-05  0.00404104   -6.06166   -17.4867
## It.   91, RSS = 1.35159e-09, Par. =  2.89586e-05  0.00421375   -6.07103   -17.7793
## It.   92, RSS = 1.35135e-09, Par. =  2.89042e-05  0.00440517   -6.08143    -18.094
## It.   93, RSS = 1.35108e-09, Par. =  2.88708e-05  0.00457945   -6.08934   -18.3637
## It.   94, RSS = 1.35088e-09, Par. =  2.88778e-05  0.00468619   -6.09231   -18.5171
## It.   95, RSS = 1.35075e-09, Par. =  2.88078e-05  0.00488984   -6.10279   -18.8235
## It.   96, RSS = 1.35054e-09, Par. =  2.87556e-05  0.00510332    -6.1118   -19.1235
## It.    0, RSS = 4.46391e-08, Par. =     0.0001     0.0002         -2         10
## It.    1, RSS = 2.07697e-08, Par. = -0.00176582  0.000218576   -16.6141    64.2379
## It.    2, RSS = 9.84677e-09, Par. = -0.00183825  0.000230491   -18.7781    59.3767
## It.    3, RSS = 7.50312e-09, Par. = -0.00199117  0.000293734   -18.9561    52.2385
## It.    4, RSS = 3.93584e-09, Par. = -0.00220613  0.000356238   -18.6418    48.1153
## It.    5, RSS = 2.87717e-09, Par. = -0.00229754  0.000380181   -18.4534    47.0468
## It.    6, RSS = 2.15703e-09, Par. = -0.00250679  0.000424943   -18.2166    44.8047
## It.    7, RSS = 1.76289e-09, Par. = -0.00242912  0.000518259   -20.4088    43.5042
## It.    8, RSS = 1.7423e-09, Par. = -0.00241408  0.000537484   -20.8194    43.1987
## It.    9, RSS = 1.74109e-09, Par. = -0.00240044  0.000542168   -20.9809    43.1429
## It.   10, RSS = 1.73906e-09, Par. = -0.00236916  0.000550434   -21.3106    43.0574
## It.   11, RSS = 1.73744e-09, Par. = -0.00231117  0.000566254   -21.9423    42.8752
## It.   12, RSS = 1.73345e-09, Par. = -0.00225677  0.000583067   -22.5953    42.6321
## It.   13, RSS = 1.72913e-09, Par. = -0.00220999  0.00059901   -23.1982    42.3638
## It.   14, RSS = 1.72598e-09, Par. = -0.00216271  0.000616218   -23.8362    42.0426
## It.   15, RSS = 1.72228e-09, Par. = -0.00212164  0.000632538   -24.4259    41.7016
## It.   16, RSS = 1.71946e-09, Par. = -0.00208001  0.00065008   -25.0466    41.3046
## It.   17, RSS = 1.71626e-09, Par. = -0.00204346  0.000666741   -25.6207    40.8933
## It.   18, RSS = 1.71372e-09, Par. = -0.00200629  0.000684578   -26.2218    40.4234
## It.   19, RSS = 1.71093e-09, Par. = -0.0019733  0.000701543   -26.7778    39.9438
## It.   20, RSS = 1.70894e-09, Par. = -0.00195709  0.00071066   -27.0661    39.6681
## It.   21, RSS = 1.70744e-09, Par. = -0.00192444  0.000728176   -27.6232    39.1346
## It.   22, RSS = 1.70512e-09, Par. = -0.00189567  0.000744943   -28.1383    38.5904
## It.   23, RSS = 1.70341e-09, Par. = -0.00187875  0.000755462   -28.4505    38.2315
## It.   24, RSS = 1.70212e-09, Par. = -0.00184528  0.000775684   -29.0502    37.5303
## It.   25, RSS = 1.69973e-09, Par. = -0.00181583  0.000794967   -29.5979    36.8214
## It.   26, RSS = 1.69806e-09, Par. = -0.00180084  0.000805499   -29.8836    36.4155
## It.   27, RSS = 1.69679e-09, Par. = -0.00177057  0.000825751   -30.4353    35.6246
## It.   28, RSS = 1.69478e-09, Par. = -0.00174343  0.000845113   -30.9387    34.8316
## It.   29, RSS = 1.69331e-09, Par. = -0.00172736  0.000857144   -31.2372    34.3195
## It.   30, RSS = 1.69219e-09, Par. = -0.00169532  0.000880276   -31.8092    33.3169
## It.   31, RSS = 1.69011e-09, Par. = -0.00166649  0.000902325   -32.3223    32.3171
## It.   32, RSS = 1.68867e-09, Par. = -0.00165121  0.00091457   -32.5896    31.7408
## It.   33, RSS = 1.68755e-09, Par. = -0.00162028  0.000938111   -33.1037     30.613
## It.   34, RSS = 1.68573e-09, Par. = -0.00159195  0.000960603   -33.5607    29.4927
## It.   35, RSS = 1.68442e-09, Par. = -0.00157472  0.000974643   -33.8258    28.7701
## It.   36, RSS = 1.68339e-09, Par. = -0.00154016  0.00100162   -34.3292    27.3514
## It.   37, RSS = 1.68146e-09, Par. = -0.00150828  0.00102733   -34.7614    25.9467
## It.   38, RSS = 1.68012e-09, Par. = -0.00149034  0.00104208   -34.9827    25.1146
## It.   39, RSS = 1.67905e-09, Par. = -0.00145396  0.00107038   -35.4015    23.4789
## It.   40, RSS = 1.67722e-09, Par. = -0.00141984  0.0010974   -35.7445    21.8616
## It.   41, RSS = 1.6759e-09, Par. = -0.00139741  0.00111513   -35.9347    20.7665
## It.   42, RSS = 1.67484e-09, Par. = -0.00135225  0.0011491   -36.2774    18.6092
## It.   43, RSS = 1.67262e-09, Par. = -0.00130945  0.0011814   -36.5108    16.4804
## It.   44, RSS = 1.6711e-09, Par. = -0.0012804  0.00120295   -36.6075    15.0127
## It.   45, RSS = 1.66978e-09, Par. = -0.0012215  0.00124397   -36.7458    12.1155
## It.   46, RSS = 1.66694e-09, Par. = -0.00116468  0.00128293   -36.7117    9.25898
## It.   47, RSS = 1.66593e-09, Par. = -0.00105048  0.00135555   -36.3908    3.65785
## It.   48, RSS = 1.66121e-09, Par. = -0.000996283  0.00139066   -35.8539   0.929241
## It.   49, RSS = 1.65737e-09, Par. = -0.000876613  0.00145451   -34.6847   -4.55402
## It.   50, RSS = 1.65511e-09, Par. = -0.000857176  0.00146782   -34.2401   -5.43595
## It.   51, RSS = 1.65324e-09, Par. = -0.000809183  0.0014897   -33.5251   -7.43732
## It.   52, RSS = 1.65179e-09, Par. = -0.000781826  0.00150214   -33.0463   -8.53489
## It.   53, RSS = 1.65032e-09, Par. = -0.000725025  0.00152609   -32.0484   -10.7603
## It.   54, RSS =  1.649e-09, Par. = -0.00066578  0.00155045   -30.8544   -12.9388
## It.   55, RSS = 1.64607e-09, Par. = -0.000612657  0.00157131   -29.6619    -14.734
## It.   56, RSS = 1.64464e-09, Par. = -0.000555803  0.00159238   -28.2893   -16.5013
## It.   57, RSS = 1.6381e-09, Par. = -0.000530688  0.00160186   -27.6009   -17.1613
## It.   58, RSS = 1.63635e-09, Par. = -0.000510028  0.00160892   -27.0451   -17.7024
## It.   59, RSS = 1.63557e-09, Par. = -0.000467646  0.00162289   -25.8869    -18.776
## It.   60, RSS = 1.63141e-09, Par. = -0.000447981  0.00162972   -25.2906   -19.1732
## It.   61, RSS = 1.63101e-09, Par. = -0.000406902  0.00164269   -24.0705   -20.0224
## It.   62, RSS = 1.62569e-09, Par. = -0.00038795  0.00164905   -23.4495   -20.2986
## It.   63, RSS = 1.62358e-09, Par. = -0.000368385  0.00165507    -22.818    -20.591
## It.   64, RSS = 1.62147e-09, Par. = -0.00035063  0.0016605   -22.2297   -20.8201
## It.   65, RSS = 1.62113e-09, Par. = -0.000314403  0.00167131   -21.0117   -21.2393
## It.   66, RSS = 1.61466e-09, Par. = -0.000297736  0.00167664   -20.4018    -21.307
## It.   67, RSS = 1.61211e-09, Par. = -0.000280105  0.00168182   -19.7659   -21.3924
## It.   68, RSS = 1.60954e-09, Par. = -0.000264531  0.00168637   -19.1906   -21.4279
## It.   69, RSS = 1.60885e-09, Par. = -0.000232977  0.00169541   -18.0113    -21.454
## It.   70, RSS = 1.60137e-09, Par. = -0.000218461  0.00169987   -17.4274   -21.3362
## It.   71, RSS = 1.60078e-09, Par. = -0.00018852  0.00170826   -16.2442   -21.1446
## It.   72, RSS = 1.59192e-09, Par. = -0.000174758  0.0017124   -15.6606   -20.9163
## It.   73, RSS = 1.59137e-09, Par. = -0.000146596  0.00172014   -14.4876   -20.5076
## It.   74, RSS = 1.58106e-09, Par. = -0.000133616  0.00172395   -13.9092   -20.1696
## It.   75, RSS = 1.58039e-09, Par. = -0.00010744  0.00173099   -12.7635    -19.552
## It.   76, RSS = 1.56873e-09, Par. = -9.52551e-05  0.00173448    -12.195   -19.1076
## It.   77, RSS = 1.56769e-09, Par. = -7.13453e-05  0.00174077   -11.0989   -18.3018
## It.   78, RSS = 1.55509e-09, Par. = -5.97903e-05  0.00174413   -10.5369   -17.7522
## It.   79, RSS = 1.55294e-09, Par. = -3.90107e-05  0.00174994   -9.54223   -16.8208
## It.   80, RSS = 1.54679e-09, Par. = -1.80315e-05  0.00175637   -8.49598   -15.6567
## It.   81, RSS = 1.53779e-09, Par. =  1.23645e-06  0.00176312   -7.51065   -14.4089
## It.   82, RSS = 1.53183e-09, Par. =  1.88653e-05  0.00177414   -6.58893   -13.1265
## It.   83, RSS = 1.52058e-09, Par. =  2.68031e-05  0.00181756   -6.17164   -12.6112
## It.   84, RSS = 1.51852e-09, Par. =  2.90456e-05  0.00191457   -6.07348   -12.8096
## It.   85, RSS = 1.51726e-09, Par. =  2.98074e-05  0.00200284   -6.04821    -13.071
## It.   86, RSS = 1.51661e-09, Par. =  3.00737e-05  0.0020828   -6.04727   -13.3358
## It.   87, RSS = 1.51638e-09, Par. =  2.99321e-05  0.00222994   -6.07919   -13.8733
## It.   88, RSS = 1.51535e-09, Par. =  3.00231e-05  0.00230992   -6.08401   -14.1119
## It.   89, RSS = 1.5151e-09, Par. =  2.98559e-05  0.00245867    -6.1132   -14.6033
## It.   90, RSS = 1.51451e-09, Par. =  2.97373e-05  0.00261863   -6.13776   -15.0822
## It.   91, RSS = 1.51386e-09, Par. =  2.96621e-05  0.00277863    -6.1577   -15.5247
## It.   92, RSS = 1.5133e-09, Par. =  2.96039e-05  0.00293864   -6.17501   -15.9394
## It.   93, RSS = 1.51281e-09, Par. =  2.9554e-05  0.00309868   -6.19044   -16.3304
## It.   94, RSS = 1.51237e-09, Par. =  2.95086e-05  0.00325873   -6.20439   -16.7002
## It.   95, RSS = 1.51199e-09, Par. =  2.94668e-05  0.0034188   -6.21709   -17.0512
## It.   96, RSS = 1.51163e-09, Par. =  2.94446e-05  0.00356338   -6.22678   -17.3501
## It.    0, RSS = 4.42951e-08, Par. =     0.0001     0.0002         -2         10
## It.    1, RSS = 2.10028e-08, Par. = -0.00186341  0.000216493   -17.1072    67.8184
## It.    2, RSS = 9.57591e-09, Par. = -0.00193503  0.00022892   -19.6842    62.8929
## It.    3, RSS = 7.49324e-09, Par. = -0.00208993  0.00029652    -19.911    54.9725
## It.    4, RSS = 3.69099e-09, Par. = -0.00231427  0.00036333   -19.5831    50.4917
## It.    5, RSS = 2.54196e-09, Par. = -0.00242664  0.000392446   -19.3665    49.1369
## It.    6, RSS = 2.08352e-09, Par. = -0.00267752  0.000447823   -19.1182    46.4194
## It.    7, RSS = 1.78478e-09, Par. = -0.00257121  0.000505521   -20.6603    45.8891
## It.    8, RSS = 1.76767e-09, Par. = -0.00254559  0.000517009   -21.0272    45.7124
## It.    9, RSS = 1.76511e-09, Par. = -0.00250642  0.000525764   -21.3921    45.6265
## It.   10, RSS = 1.76417e-09, Par. = -0.00243138  0.000542103   -22.0959    45.4545
## It.   11, RSS = 1.7575e-09, Par. = -0.0023981  0.000550906   -22.4603    45.3193
## It.   12, RSS = 1.75634e-09, Par. = -0.00233175  0.000567651    -23.156    45.0706
## It.   13, RSS = 1.75081e-09, Par. = -0.00230532  0.00057577   -23.4792    44.9126
## It.   14, RSS = 1.74896e-09, Par. = -0.00225146  0.000591265   -24.1004    44.6222
## It.   15, RSS = 1.74493e-09, Par. = -0.00220533  0.000606114   -24.6793    44.2999
## It.   16, RSS = 1.74191e-09, Par. = -0.00215711  0.000622589   -25.3081    43.9113
## It.   17, RSS = 1.73826e-09, Par. = -0.00211472  0.000638322   -25.8925    43.5033
## It.   18, RSS = 1.73534e-09, Par. = -0.00207185  0.000655128   -26.5032     43.036
## It.   19, RSS = 1.73215e-09, Par. = -0.0020337  0.00067119   -27.0708    42.5549
## It.   20, RSS = 1.72985e-09, Par. = -0.00201568  0.000679546   -27.3555    42.2859
## It.   21, RSS = 1.72812e-09, Par. = -0.00197923  0.000695629   -27.9075    41.7658
## It.   22, RSS = 1.72553e-09, Par. = -0.00194693  0.000711113   -28.4216    41.2312
## It.   23, RSS = 1.72359e-09, Par. = -0.00192763  0.000721008   -28.7393    40.8718
## It.   24, RSS = 1.72212e-09, Par. = -0.00188954  0.000740078    -29.351    40.1677
## It.   25, RSS = 1.71933e-09, Par. = -0.00185601  0.000758361    -29.913    39.4504
## It.   26, RSS = 1.71739e-09, Par. = -0.00183967  0.000768021   -30.1964    39.0523
## It.   27, RSS = 1.7159e-09, Par. = -0.00180654  0.00078663   -30.7458    38.2769
## It.   28, RSS = 1.71363e-09, Par. = -0.00177681  0.000804528   -31.2512    37.4948
## It.   29, RSS = 1.71195e-09, Par. = -0.00175892  0.000815885   -31.5581    36.9795
## It.   30, RSS = 1.71065e-09, Par. = -0.00172336  0.000837776   -32.1474    35.9681
## It.   31, RSS = 1.70821e-09, Par. = -0.0016915  0.000858751   -32.6799     34.954
## It.   32, RSS = 1.70651e-09, Par. = -0.00167539  0.000870019   -32.9484    34.3888
## It.   33, RSS = 1.70518e-09, Par. = -0.00164265  0.000891724   -33.4675    33.2821
## It.   34, RSS = 1.70312e-09, Par. = -0.00161276  0.000912588   -33.9344    32.1778
## It.   35, RSS = 1.7016e-09, Par. = -0.00159437  0.000925884   -34.2127    31.4521
## It.   36, RSS = 1.70041e-09, Par. = -0.0015576  0.000951501    -34.743    30.0247
## It.   37, RSS = 1.69812e-09, Par. = -0.00152396  0.000976042   -35.2047    28.6061
## It.   38, RSS = 1.69656e-09, Par. = -0.00150601  0.000989619   -35.4345    27.7976
## It.   39, RSS = 1.69529e-09, Par. = -0.00146949  0.00101573   -35.8738    26.2073
## It.   40, RSS = 1.69324e-09, Par. = -0.00143548  0.00104083   -36.2449      24.63
## It.   41, RSS = 1.69173e-09, Par. = -0.0014132  0.00105748   -36.4596    23.5541
## It.   42, RSS = 1.69051e-09, Par. = -0.00136843  0.00108949   -36.8536     21.432
## It.   43, RSS = 1.68799e-09, Par. = -0.00132651  0.00112013   -37.1469    19.3335
## It.   44, RSS = 1.68629e-09, Par. = -0.00130071  0.00113908    -37.278    18.0005
## It.   45, RSS = 1.68481e-09, Par. = -0.00124824  0.00117532    -37.501    15.3661
## It.   46, RSS =  1.682e-09, Par. = -0.00119827  0.00121007   -37.5902     12.764
## It.   47, RSS = 1.6797e-09, Par. = -0.00115039  0.00124232   -37.5693     10.269
## It.   48, RSS = 1.67766e-09, Par. = -0.00105442  0.00130346   -37.3533    5.34636
## It.   49, RSS = 1.67179e-09, Par. = -0.00096162  0.00136149    -36.692   0.534419
## It.   50, RSS = 1.66939e-09, Par. = -0.000879896  0.00140894   -35.7686   -3.50964
## It.   51, RSS = 1.66731e-09, Par. = -0.000793348  0.00145468   -34.5294   -7.54056
## It.   52, RSS = 1.66551e-09, Par. = -0.000715478  0.00149327   -33.1224   -10.9176
## It.   53, RSS = 1.65733e-09, Par. = -0.000677939  0.00151148   -32.2927    -12.388
## It.   54, RSS = 1.65503e-09, Par. = -0.000654209  0.00152185   -31.7672   -13.2808
## It.   55, RSS = 1.65341e-09, Par. = -0.000605111  0.00154204   -30.6702   -15.0982
## It.   56, RSS = 1.65062e-09, Par. = -0.000558934  0.00156092   -29.5183   -16.6615
## It.   57, RSS = 1.64815e-09, Par. = -0.000509792  0.00158016   -28.2081   -18.1809
## It.   58, RSS = 1.64376e-09, Par. = -0.000465675  0.00159699   -26.9337   -19.3766
## It.   59, RSS = 1.64136e-09, Par. = -0.000418326  0.00161426   -25.4894   -20.5011
## It.   60, RSS = 1.63543e-09, Par. = -0.000376552  0.00162922   -24.1191   -21.2923
## It.   61, RSS = 1.63064e-09, Par. = -0.000335821  0.00164325    -22.716   -21.8957
## It.   62, RSS = 1.62545e-09, Par. = -0.000296361  0.00165649   -21.2827   -22.2879
## It.   63, RSS = 1.61958e-09, Par. = -0.000258209  0.00166897   -19.8261   -22.4629
## It.   64, RSS = 1.61291e-09, Par. = -0.000221419  0.00168069   -18.3531   -22.4152
## It.   65, RSS = 1.60527e-09, Par. = -0.000186041  0.00169167    -16.871   -22.1405
## It.   66, RSS = 1.59646e-09, Par. = -0.000152121  0.00170191   -15.3872   -21.6361
## It.   67, RSS = 1.58625e-09, Par. = -0.000119702  0.00171139   -13.9093   -20.9007
## It.   68, RSS = 1.57437e-09, Par. = -8.88254e-05  0.00172012   -12.4452   -19.9348
## It.   69, RSS = 1.56056e-09, Par. = -5.95263e-05  0.00172809   -11.0026   -18.7409
## It.   70, RSS = 1.55264e-09, Par. = -2.95521e-05  0.00173595   -9.47395   -17.2166
## It.   71, RSS = 1.50851e-09, Par. = -1.77086e-05  0.00173927   -8.83407   -16.3663
## It.   72, RSS = 1.49877e-09, Par. = -6.85821e-06   0.001742   -8.26227   -15.6604
## It.   73, RSS = 1.49491e-09, Par. =  1.38142e-05  0.00174738   -7.15128   -14.2159
## It.   74, RSS = 1.46911e-09, Par. =  2.34413e-05  0.00175008   -6.60039   -13.3199
## It.   75, RSS = 1.46024e-09, Par. =  3.18411e-05  0.00175235   -6.13276   -12.5819
## It.   76, RSS = 1.45845e-09, Par. =  4.78261e-05  0.00175896   -5.22646   -11.1044
## It.   77, RSS = 1.44182e-09, Par. =  5.46319e-05  0.00176544   -4.81697   -10.3061
## It.   78, RSS = 1.4401e-09, Par. =  5.78641e-05  0.00181618   -4.63758   -10.1147
## It.   79, RSS = 1.43907e-09, Par. =  5.88787e-05  0.00191459   -4.58954   -10.2965
## It.   80, RSS = 1.43803e-09, Par. =  5.92415e-05  0.00201787   -4.57873   -10.5437
## It.   81, RSS = 1.43721e-09, Par. =  5.93823e-05  0.00211201   -4.57906    -10.776
## It.   82, RSS = 1.43673e-09, Par. =  5.93046e-05  0.00228284   -4.59903   -11.2277
## It.   83, RSS = 1.43577e-09, Par. =  5.92422e-05  0.00247111   -4.61621    -11.671
## It.   84, RSS = 1.43469e-09, Par. =  5.92083e-05  0.00265942   -4.62955   -12.0724
## It.   85, RSS = 1.4338e-09, Par. =  5.91841e-05  0.00284775   -4.64085   -12.4436
## It.   86, RSS = 1.43304e-09, Par. =  5.91633e-05  0.00303609   -4.65071   -12.7891
## It.   87, RSS = 1.4324e-09, Par. =  5.91441e-05  0.00322445   -4.65949   -13.1125
## It.   88, RSS = 1.43184e-09, Par. =  5.91257e-05  0.00341281   -4.66738   -13.4164
## It.   89, RSS = 1.43135e-09, Par. =  5.91082e-05  0.00360118   -4.67451    -13.703
## It.   90, RSS = 1.43092e-09, Par. =  5.90913e-05  0.00378956     -4.681   -13.9743
## It.   91, RSS = 1.43054e-09, Par. =  5.90753e-05  0.00397795   -4.68693   -14.2316
## It.   92, RSS = 1.43019e-09, Par. =  5.90674e-05  0.00414812   -4.69143    -14.451
## It.   93, RSS = 1.43019e-09, Par. =  5.90028e-05  0.00446004   -4.70257   -14.8518
## It.   94, RSS = 1.42946e-09, Par. =  5.9017e-05  0.00463023   -4.70448   -15.0332
## It.   95, RSS = 1.4294e-09, Par. =  5.89714e-05  0.00494638   -4.71314   -15.3934
## It.   96, RSS = 1.42887e-09, Par. =  5.89852e-05  0.00511658   -4.71458   -15.5567
## It.    0, RSS = 4.48013e-08, Par. =     0.0001     0.0002         -2         10
## It.    1, RSS = 2.00667e-08, Par. = -0.00195413  0.00021595   -17.9512    71.4258
## It.    2, RSS =  8.319e-09, Par. = -0.00199544  0.000213657   -19.7826    68.5725
## It.    3, RSS = 6.90823e-09, Par. = -0.00208486  0.000253349   -20.5217    63.2782
## It.    4, RSS = 5.29764e-09, Par. = -0.0021595  0.000283899    -20.535    60.2714
## It.    5, RSS = 4.35054e-09, Par. = -0.00234668  0.000341379   -20.6072    54.8025
## It.    6, RSS = 2.41609e-09, Par. = -0.00256873  0.000399957   -20.3059     51.382
## It.    7, RSS = 2.24246e-09, Par. = -0.00256821  0.000524499   -23.0554    48.7904
## It.    8, RSS = 1.58884e-09, Par. = -0.00243057  0.000577273   -24.6985    48.2181
## It.    9, RSS = 1.52965e-09, Par. = -0.00241409  0.000587782   -25.0699    47.9757
## It.   10, RSS = 1.52818e-09, Par. = -0.00235672  0.000605708   -25.8102    47.6911
## It.   11, RSS = 1.52421e-09, Par. = -0.00230124  0.000624768   -26.5881    47.3314
## It.   12, RSS = 1.51945e-09, Par. = -0.00225358  0.000642824   -27.3044    46.9431
## It.   13, RSS = 1.51611e-09, Par. = -0.00220535  0.000662296   -28.0602    46.4846
## It.   14, RSS = 1.51206e-09, Par. = -0.00216342  0.000680754   -28.7566    46.0048
## It.   15, RSS = 1.50905e-09, Par. = -0.00212083  0.000700573   -29.4871    45.4512
## It.   16, RSS = 1.50557e-09, Par. = -0.00208334  0.000719386   -30.1602     44.883
## It.   17, RSS = 1.50284e-09, Par. = -0.00204514  0.000739498   -30.8622    44.2381
## It.   18, RSS = 1.49982e-09, Par. = -0.00201108  0.000758619   -31.5089    43.5843
## It.   19, RSS = 1.49767e-09, Par. = -0.00199526  0.000768348   -31.8244    43.2303
## It.   20, RSS = 1.49607e-09, Par. = -0.00196298  0.000787083   -32.4372    42.5439
## It.   21, RSS = 1.4937e-09, Par. = -0.00193421  0.000805046   -33.0033     41.848
## It.   22, RSS = 1.49192e-09, Par. = -0.00191622  0.000816903   -33.3634     41.368
## It.   23, RSS = 1.49058e-09, Par. = -0.00188065  0.000839746    -34.055    40.4256
## It.   24, RSS = 1.48791e-09, Par. = -0.00184916  0.000861514   -34.6815    39.4767
## It.   25, RSS = 1.48609e-09, Par. = -0.00183389  0.000872816   -34.9891    38.9613
## It.   26, RSS = 1.48469e-09, Par. = -0.0018027  0.000894586   -35.5858    37.9545
## It.   27, RSS = 1.48258e-09, Par. = -0.00177439  0.000915432   -36.1274    36.9473
## It.   28, RSS = 1.48101e-09, Par. = -0.00175653  0.000929064   -36.4634    36.2647
## It.   29, RSS = 1.4798e-09, Par. = -0.00172091  0.000955317   -37.1053    34.9226
## It.   30, RSS = 1.47742e-09, Par. = -0.00168859  0.000980319   -37.6716    33.5862
## It.   31, RSS = 1.47579e-09, Par. = -0.00167212  0.000993591    -37.948    32.8503
## It.   32, RSS = 1.47451e-09, Par. = -0.00163843  0.00101914    -38.481    31.4051
## It.   33, RSS = 1.47252e-09, Par. = -0.00160717  0.00104358    -38.946    29.9695
## It.   34, RSS = 1.47104e-09, Par. = -0.00158672  0.00105976   -39.2263    28.9876
## It.   35, RSS = 1.46989e-09, Par. = -0.00154565  0.00109089   -39.7517    27.0513
## It.   36, RSS = 1.4675e-09, Par. = -0.00150736  0.00112051   -40.1791    25.1336
## It.   37, RSS = 1.46591e-09, Par. = -0.0014861  0.00113709   -40.3778    24.0234
## It.   38, RSS = 1.46458e-09, Par. = -0.00144261  0.00116891   -40.7482    21.8309
## It.   39, RSS = 1.46234e-09, Par. = -0.0014012  0.0011993   -41.0156    19.6585
## It.   40, RSS = 1.46065e-09, Par. = -0.00136993  0.00122179   -41.1541    17.9946
## It.   41, RSS = 1.45928e-09, Par. = -0.00130678  0.00126479   -41.3595    14.6989
## It.   42, RSS = 1.45573e-09, Par. = -0.00124594  0.00130553   -41.3619    11.4378
## It.   43, RSS = 1.45306e-09, Par. = -0.00118814  0.00134212   -41.2027    8.37327
## It.   44, RSS = 1.45005e-09, Par. = -0.00107017  0.00141099   -40.6272    2.28609
## It.   45, RSS = 1.44644e-09, Par. = -0.000952013  0.00147566   -39.3554   -3.71203
## It.   46, RSS = 1.44171e-09, Par. = -0.000916755  0.00149549   -38.6833   -5.39566
## It.   47, RSS = 1.43895e-09, Par. = -0.000836228  0.00153053   -37.4258   -9.01834
## It.   48, RSS = 1.43772e-09, Par. = -0.000760456  0.0015622   -35.9511   -12.2314
## It.   49, RSS = 1.43156e-09, Par. = -0.000723698  0.00157715    -35.098   -13.6463
## It.   50, RSS = 1.42932e-09, Par. = -0.000694643  0.00158778   -34.4273    -14.731
## It.   51, RSS = 1.42838e-09, Par. = -0.000634247  0.00160869   -32.9998   -16.9282
## It.   52, RSS = 1.42334e-09, Par. = -0.000606603  0.00161864   -32.2352    -17.806
## It.   53, RSS = 1.42107e-09, Par. = -0.000578593  0.00162774   -31.4751   -18.6841
## It.   54, RSS = 1.41888e-09, Par. = -0.000553528  0.00163571   -30.7675   -19.4266
## It.   55, RSS = 1.41857e-09, Par. = -0.000501461  0.00165163   -29.2656   -20.9043
## It.   56, RSS = 1.41178e-09, Par. = -0.0004778  0.00165933   -28.4932   -21.4296
## It.   57, RSS = 1.40919e-09, Par. = -0.000455329  0.00166595   -27.7719   -21.9306
## It.   58, RSS = 1.40917e-09, Par. = -0.000408659  0.00167926   -26.2464   -22.9082
## It.   59, RSS = 1.40077e-09, Par. = -0.000387581  0.00168574   -25.4792   -23.1899
## It.   60, RSS = 1.39773e-09, Par. = -0.000367621  0.00169131   -24.7644   -23.4666
## It.   61, RSS = 1.39755e-09, Par. = -0.000326199  0.00170253   -23.2585   -23.9788
## It.   62, RSS = 1.3877e-09, Par. = -0.000307592  0.00170802   -22.5151   -24.0409
## It.   63, RSS = 1.38397e-09, Par. = -0.000288704  0.00171307   -21.7727   -24.1224
## It.   64, RSS = 1.3801e-09, Par. = -0.000270714  0.00171783   -21.0497   -24.1521
## It.   65, RSS = 1.37596e-09, Par. = -0.000252192  0.00172269   -20.2904   -24.1349
## It.   66, RSS = 1.37167e-09, Par. = -0.000235718  0.00172699   -19.5989   -24.0664
## It.   67, RSS = 1.37058e-09, Par. = -0.000201655  0.00173563   -18.1526   -23.8622
## It.   68, RSS = 1.35727e-09, Par. = -0.000186534  0.00173982   -17.4579   -23.5883
## It.   69, RSS = 1.3561e-09, Par. = -0.000154363  0.00174776    -16.011   -23.0925
## It.   70, RSS = 1.33965e-09, Par. = -0.000140204  0.00175158   -15.3239   -22.6744
## It.   71, RSS = 1.33806e-09, Par. = -0.000110083  0.00175876   -13.8943   -21.8875
## It.   72, RSS = 1.31794e-09, Par. = -9.69268e-05  0.00176217   -13.2218   -21.3275
## It.   73, RSS = 1.31383e-09, Par. = -7.00786e-05  0.00176847   -11.8818      -20.3
## It.   74, RSS = 1.29786e-09, Par. = -4.40774e-05  0.00177493    -10.516   -18.9703
## It.   75, RSS = 1.27109e-09, Par. = -2.25176e-05  0.00178027    -9.3496   -17.6296
## It.   76, RSS = 1.24998e-09, Par. = -1.4072e-06  0.00178535   -8.18426   -16.1421
## It.   77, RSS = 1.22453e-09, Par. =  1.82507e-05  0.00179004   -7.06524   -14.5202
## It.   78, RSS = 1.19535e-09, Par. =  3.54104e-05  0.00179413   -6.06303   -12.8893
## It.   79, RSS = 1.17526e-09, Par. =  3.94885e-05  0.00179513   -5.81663   -12.3948
## It.   80, RSS = 1.16312e-09, Par. =  4.80092e-05  0.00179713   -5.31355   -11.5152
## It.   81, RSS = 1.16206e-09, Par. =  6.39772e-05  0.0018046   -4.34846   -9.72754
## It.   82, RSS = 1.13846e-09, Par. =  6.83556e-05  0.00182676   -4.06243   -9.10375
## It.   83, RSS = 1.13745e-09, Par. =  6.96672e-05  0.00188394   -3.99053   -9.08972
## It.   84, RSS = 1.13668e-09, Par. =  7.00098e-05  0.00199246   -3.97839   -9.31758
## It.   85, RSS = 1.1358e-09, Par. =  7.0102e-05   0.002107   -3.98082   -9.57055
## It.   86, RSS = 1.13504e-09, Par. =  7.01242e-05  0.00221026   -3.98596   -9.79191
## It.   87, RSS = 1.13458e-09, Par. =  7.00295e-05  0.00239657   -4.00335   -10.1998
## It.   88, RSS = 1.13369e-09, Par. =  6.99567e-05  0.00260313   -4.01794   -10.5997
## It.   89, RSS = 1.13269e-09, Par. =  6.99098e-05  0.00280971   -4.02922   -10.9604
## It.   90, RSS = 1.13186e-09, Par. =  6.98733e-05  0.0030163   -4.03873   -11.2928
## It.   91, RSS = 1.13117e-09, Par. =  6.9842e-05  0.00322291     -4.047   -11.6017
## It.   92, RSS = 1.13058e-09, Par. =  6.9814e-05  0.00342952   -4.05431   -11.8901
## It.   93, RSS = 1.13008e-09, Par. =  6.97885e-05  0.00363614   -4.06084   -12.1606
## It.   94, RSS = 1.12964e-09, Par. =  6.97651e-05  0.00384277   -4.06671   -12.4153
## It.   95, RSS = 1.12925e-09, Par. =  6.97435e-05  0.0040494   -4.07203   -12.6559
## It.    0, RSS = 4.46388e-08, Par. =     0.0001     0.0002         -2         10
## It.    1, RSS = 2.0948e-08, Par. =  -0.001948  0.000211602   -17.2559    70.8469
## It.    2, RSS = 1.78539e-08, Par. = -0.00167988  0.000492335   -51.8304    83.0202
## It.    3, RSS = 7.72147e-09, Par. = -0.0022798  0.000623273   -41.5271    73.0298
## It.    4, RSS = 2.52269e-09, Par. = -0.00294008  0.000748395   -36.8583     63.401
## It.    5, RSS = 1.70087e-09, Par. = -0.00299741  0.000790349   -36.9079    62.2958
## It.    6, RSS = 1.69616e-09, Par. = -0.00298753  0.000797678   -37.1378    62.1676
## It.    7, RSS = 1.6952e-09, Par. = -0.00296154  0.000810269   -37.6549    61.9521
## It.    8, RSS = 1.69417e-09, Par. = -0.00293948  0.000821145   -38.1009    61.7471
## It.    9, RSS = 1.69369e-09, Par. = -0.00289704  0.000842256    -38.962    61.3321
## It.   10, RSS = 1.69163e-09, Par. = -0.0028603  0.000862445   -39.7642    60.8901
## It.   11, RSS = 1.69024e-09, Par. = -0.00282204  0.000884525   -40.6262    60.3737
## It.   12, RSS = 1.68841e-09, Par. = -0.00278792  0.00090557   -41.4295    59.8434
## It.   13, RSS = 1.68685e-09, Par. = -0.00275687  0.000925669    -42.182     59.306
## It.   14, RSS = 1.68567e-09, Par. = -0.00272357  0.000948022   -43.0048    58.6774
## It.   15, RSS = 1.68415e-09, Par. = -0.0026935  0.000969363   -43.7718    58.0407
## It.   16, RSS = 1.68283e-09, Par. = -0.00266581  0.000989779   -44.4906    57.4017
## It.   17, RSS = 1.68176e-09, Par. = -0.00263606  0.00101232   -45.2695    56.6657
## It.   18, RSS = 1.68047e-09, Par. = -0.00260882  0.00103387   -45.9959     55.927
## It.   19, RSS = 1.67934e-09, Par. = -0.00258345  0.00105453   -46.6766    55.1897
## It.   20, RSS = 1.6785e-09, Par. = -0.00257068  0.00106549   -47.0267    54.7812
## It.   21, RSS = 1.67783e-09, Par. = -0.00254478  0.00108681   -47.7108    53.9799
## It.   22, RSS = 1.67681e-09, Par. = -0.00252098  0.00110732    -48.349    53.1756
## It.   23, RSS = 1.67606e-09, Par. = -0.00250729  0.00111957   -48.7182    52.6777
## It.   24, RSS = 1.67545e-09, Par. = -0.00247981  0.00114337   -49.4361    51.6973
## It.   25, RSS = 1.6744e-09, Par. = -0.0024545  0.00116622   -50.0995    50.7168
## It.   26, RSS = 1.67365e-09, Par. = -0.00244157  0.00117833   -50.4372    50.1776
## It.   27, RSS = 1.67304e-09, Par. = -0.00241529  0.00120188   -51.0964    49.1167
## It.   28, RSS = 1.67212e-09, Par. = -0.00239075  0.00122452   -51.7046    48.0584
## It.   29, RSS = 1.67143e-09, Par. = -0.00237638  0.00123807   -52.0535    47.4047
## It.   30, RSS = 1.67088e-09, Par. = -0.00234743  0.00126439   -52.7299    46.1149
## It.   31, RSS = 1.66991e-09, Par. = -0.00232029  0.00128963   -53.3452    44.8312
## It.   32, RSS = 1.66922e-09, Par. = -0.00230614  0.00130303   -53.6537    44.1264
## It.   33, RSS = 1.66866e-09, Par. = -0.00227732  0.00132907   -54.2543    42.7359
## It.   34, RSS = 1.66779e-09, Par. = -0.00224995  0.0013541   -54.7971    41.3531
## It.   35, RSS = 1.66715e-09, Par. = -0.0022335  0.0013692   -55.1042    40.4926
## It.   36, RSS = 1.66662e-09, Par. = -0.00220026  0.00139853   -55.6955    38.7914
## It.   37, RSS = 1.66568e-09, Par. = -0.00216849  0.00142662   -56.2147    37.1013
## It.   38, RSS = 1.66502e-09, Par. = -0.00215145  0.00144167   -56.4667    36.1658
## It.   39, RSS = 1.66446e-09, Par. = -0.00211672  0.00147088   -56.9532    34.3142
## It.   40, RSS = 1.66359e-09, Par. = -0.00208312  0.00149893    -57.368    32.4737
## It.   41, RSS = 1.66294e-09, Par. = -0.00206186  0.0015164   -57.5947      31.29
## It.   42, RSS = 1.66239e-09, Par. = -0.00201877  0.00155025   -58.0182    28.9414
## It.   43, RSS = 1.66136e-09, Par. = -0.00197678  0.00158261   -58.3427    26.6063
## It.   44, RSS = 1.66064e-09, Par. = -0.00195254  0.00160084   -58.4792     25.243
## It.   45, RSS =   1.66e-09, Par. = -0.00190298  0.0016361   -58.7244    22.5313
## It.   46, RSS = 1.65891e-09, Par. = -0.00185408  0.00166982   -58.8529    19.8292
## It.   47, RSS = 1.65807e-09, Par. = -0.00181679  0.00169442   -58.8717    17.7786
## It.   48, RSS = 1.65734e-09, Par. = -0.00174079  0.00174166   -58.8274    13.6876
## It.   49, RSS = 1.65547e-09, Par. = -0.00166451  0.00178638   -58.5343    9.59486
## It.   50, RSS = 1.65482e-09, Par. = -0.00150659  0.00187024   -57.5578    1.39148
## It.   51, RSS = 1.65232e-09, Par. = -0.00142556  0.00190996   -56.4474   -2.73565
## It.   52, RSS = 1.64984e-09, Par. = -0.00134424  0.00194348   -55.3045    -6.5739
## It.   53, RSS = 1.64871e-09, Par. = -0.00130407  0.00195907   -54.6203   -8.40252
## It.   54, RSS = 1.64764e-09, Par. = -0.00121959  0.00198878   -53.2027   -12.1585
## It.   55, RSS = 1.64683e-09, Par. = -0.00113857  0.00201553   -51.6093   -15.5924
## It.   56, RSS = 1.6464e-09, Par. = -0.00105095  0.00204199   -49.7126   -19.1049
## It.   57, RSS = 1.64214e-09, Par. = -0.00101147  0.00205358   -48.7214   -20.5535
## It.   58, RSS = 1.6411e-09, Par. = -0.000985153  0.00206057   -48.0685   -21.5019
## It.   59, RSS = 1.64035e-09, Par. = -0.000930766  0.00207428   -46.7108   -23.4392
## It.   60, RSS = 1.63893e-09, Par. = -0.000878875  0.00208708   -45.3162    -25.169
## It.   61, RSS = 1.63771e-09, Par. = -0.000823442  0.00210014   -43.7557   -26.9069
## It.   62, RSS = 1.63562e-09, Par. = -0.000772762  0.00211171   -42.2457   -28.3674
## It.   63, RSS = 1.63446e-09, Par. = -0.000718293  0.00212365   -40.5552   -29.8162
## It.   64, RSS = 1.63179e-09, Par. = -0.000669081  0.00213426    -38.943   -30.9736
## It.   65, RSS = 1.63084e-09, Par. = -0.000615899  0.00214535   -37.1343   -32.0863
## It.   66, RSS = 1.62487e-09, Par. = -0.000592378  0.00215052   -36.2733   -32.4536
## It.   67, RSS = 1.62354e-09, Par. = -0.000574681  0.00215411   -35.6322   -32.7374
## It.   68, RSS = 1.62259e-09, Par. = -0.000538156  0.00216127   -34.3035    -33.305
## It.   69, RSS = 1.62009e-09, Par. = -0.000503629  0.00216823    -32.991   -33.7126
## It.   70, RSS = 1.61797e-09, Par. = -0.000466826  0.00217559   -31.5535   -34.0449
## It.   71, RSS = 1.61446e-09, Par. = -0.000433579  0.00218231   -30.2086   -34.2194
## It.   72, RSS = 1.61203e-09, Par. = -0.00039805  0.00218943   -28.7352   -34.2976
## It.   73, RSS = 1.60767e-09, Par. = -0.000366229  0.0021959   -27.3696   -34.2265
## It.   74, RSS = 1.60486e-09, Par. = -0.000332167  0.00220276   -25.8731   -34.0317
## It.   75, RSS = 1.59939e-09, Par. = -0.000301937  0.00220895   -24.4997   -33.7016
## It.   76, RSS = 1.59604e-09, Par. = -0.00026954  0.00221552    -22.995   -33.2191
## It.   77, RSS = 1.58882e-09, Par. = -0.000241853  0.00222148   -21.6677   -32.6416
## It.   78, RSS = 1.58375e-09, Par. = -0.000213719  0.00222768   -20.2918   -31.9349
## It.   79, RSS = 1.57611e-09, Par. = -0.0001891  0.00223332   -19.0541   -31.1646
## It.   80, RSS = 1.56995e-09, Par. = -0.000164083  0.00223911   -17.7727   -30.2626
## It.   81, RSS = 1.56126e-09, Par. = -0.000142192  0.00224429   -16.6229   -29.3268
## It.   82, RSS = 1.55383e-09, Par. = -0.000119901  0.00224954   -15.4326   -28.2602
## It.   83, RSS = 1.54389e-09, Par. = -0.000100393  0.00225418   -14.3667   -27.1855
## It.   84, RSS = 1.53691e-09, Par. = -9.34714e-05  0.00225587   -13.9779   -26.7307
## It.   85, RSS = 1.53073e-09, Par. = -7.92888e-05  0.0022591   -13.1925   -25.8741
## It.   86, RSS = 1.52334e-09, Par. = -6.74731e-05  0.00226183   -12.5237   -25.0706
## It.   87, RSS = 1.51999e-09, Par. = -4.42834e-05  0.00226703   -11.2066   -23.4407
## It.   88, RSS =    1.5e-09, Par. = -3.40579e-05  0.00226943   -10.5952   -22.5181
## It.   89, RSS = 1.49346e-09, Par. = -1.36477e-05  0.0022738   -9.40172   -20.8014
## It.   90, RSS = 1.47556e-09, Par. =  5.93452e-06   0.002278   -8.21227   -18.8498
## It.   91, RSS = 1.45417e-09, Par. =  2.45102e-05  0.00228182   -7.06775   -16.7948
## It.   92, RSS = 1.42877e-09, Par. =  4.0676e-05  0.00228512   -6.05039   -14.7904
## It.   93, RSS = 1.40812e-09, Par. =  5.5575e-05  0.00228845   -5.09712   -12.7658
## It.   94, RSS = 1.39481e-09, Par. =  6.83793e-05  0.00231346   -4.26066   -10.8918
## It.   95, RSS = 1.38027e-09, Par. =  7.12681e-05  0.00237038   -4.07136    -10.484
## It.   96, RSS = 1.37949e-09, Par. =  7.226e-05  0.00248606   -4.01388   -10.5543
## It.    0, RSS = 4.4736e-08, Par. =     0.0001     0.0002         -2         10
## It.    1, RSS = 1.82969e-08, Par. = -0.00202123  0.000214264   -18.6997    74.6521
## It.    2, RSS = 7.68624e-09, Par. = -0.00205616  0.000210018   -20.3971    72.2582
## It.    3, RSS = 6.54704e-09, Par. = -0.00213475  0.000244708   -21.2887    67.5666
## It.    4, RSS = 5.25408e-09, Par. = -0.0022002  0.00027359   -21.3724    64.2897
## It.    5, RSS = 4.45867e-09, Par. = -0.00236467  0.000328488   -21.5332    58.4788
## It.    6, RSS = 2.69038e-09, Par. = -0.00256436  0.000384539   -21.3012    54.8148
## It.    7, RSS = 2.00513e-09, Par. = -0.00273066  0.000425389   -21.0954    52.7155
## It.    8, RSS = 1.77955e-09, Par. = -0.00265529  0.000506024   -23.2633    51.4802
## It.    9, RSS = 1.76385e-09, Par. = -0.00263211  0.000521956   -23.6965    51.2259
## It.   10, RSS = 1.76137e-09, Par. = -0.00260094  0.000529588   -24.0283      51.14
## It.   11, RSS = 1.75873e-09, Par. = -0.00253645  0.000543406   -24.6849    50.9931
## It.   12, RSS = 1.75385e-09, Par. = -0.00248098  0.000556667   -25.3031    50.8068
## It.   13, RSS = 1.75038e-09, Par. = -0.00245519  0.000563617   -25.6174    50.6872
## It.   14, RSS = 1.74775e-09, Par. = -0.00240338  0.000576987   -26.2268    50.4632
## It.   15, RSS = 1.74385e-09, Par. = -0.00235818  0.000589888   -26.8015    50.2088
## It.   16, RSS = 1.74093e-09, Par. = -0.00233194  0.000598082   -27.1571    50.0273
## It.   17, RSS = 1.7387e-09, Par. = -0.00228044  0.000613877   -27.8439     49.673
## It.   18, RSS = 1.73459e-09, Par. = -0.00223605  0.00062906    -28.485    49.2855
## It.   19, RSS = 1.73169e-09, Par. = -0.00221491  0.000637115   -28.8135    49.0582
## It.   20, RSS = 1.72947e-09, Par. = -0.00217228  0.000652632   -29.4511     48.621
## It.   21, RSS = 1.72613e-09, Par. = -0.00213486  0.000667576   -30.0476    48.1603
## It.   22, RSS = 1.72365e-09, Par. = -0.00211311  0.000676984   -30.4118    47.8497
## It.   23, RSS = 1.72174e-09, Par. = -0.00207014  0.000695131    -31.115    47.2416
## It.   24, RSS = 1.71824e-09, Par. = -0.00203272  0.000712542   -31.7655      46.61
## It.   25, RSS = 1.71579e-09, Par. = -0.00201441  0.00072188   -32.1004    46.2493
## It.   26, RSS = 1.7139e-09, Par. = -0.00197737  0.000739882   -32.7504     45.548
## It.   27, RSS = 1.71099e-09, Par. = -0.00194452  0.00075719   -33.3524    44.8315
## It.   28, RSS = 1.70886e-09, Par. = -0.00192529  0.000768023   -33.7147    44.3613
## It.   29, RSS = 1.7072e-09, Par. = -0.00188702  0.000788919   -34.4136    43.4388
## It.   30, RSS = 1.70416e-09, Par. = -0.00185318  0.00080894   -35.0518    42.5041
## It.   31, RSS = 1.70205e-09, Par. = -0.00183612  0.000819799   -35.3803     41.974
## It.   32, RSS = 1.70039e-09, Par. = -0.00180148  0.000840731   -36.0168    40.9372
## It.   33, RSS = 1.6978e-09, Par. = -0.00177028  0.000860835   -36.5969    39.8949
## It.   34, RSS = 1.69592e-09, Par. = -0.0017517  0.000873416   -36.9409    39.2185
## It.   35, RSS = 1.69443e-09, Par. = -0.00171448  0.000897676   -37.6014    37.8884
## It.   36, RSS = 1.69169e-09, Par. = -0.00168089  0.000920903   -38.1906    36.5583
## It.   37, RSS = 1.68979e-09, Par. = -0.00166328  0.000933701   -38.4911    35.7993
## It.   38, RSS = 1.68827e-09, Par. = -0.00162744  0.000958354   -39.0705     34.308
## It.   39, RSS = 1.68585e-09, Par. = -0.00159449  0.000982013   -39.5804    32.8224
## It.   40, RSS = 1.68408e-09, Par. = -0.00157409  0.000997068   -39.8768    31.8475
## It.   41, RSS = 1.68267e-09, Par. = -0.00153303  0.00102606   -40.4377     29.925
## It.   42, RSS = 1.67995e-09, Par. = -0.00149506  0.0010538   -40.9061    28.0161
## It.   43, RSS = 1.6781e-09, Par. = -0.00147369  0.00106977   -41.1369    26.8834
## It.   44, RSS = 1.67655e-09, Par. = -0.00143007  0.00110046   -41.5702    24.6467
## It.   45, RSS = 1.6739e-09, Par. = -0.00138904  0.00112989   -41.9013    22.4284
## It.   46, RSS = 1.67195e-09, Par. = -0.00136033  0.00115042   -42.0771    20.8338
## It.   47, RSS = 1.67033e-09, Par. = -0.00130228  0.00118978   -42.3703    17.6749
## It.   48, RSS = 1.66663e-09, Par. = -0.00124712  0.00122737   -42.4883    14.5489
## It.   49, RSS = 1.66396e-09, Par. = -0.00120234  0.00125699   -42.4621     11.998
## It.   50, RSS = 1.66137e-09, Par. = -0.00111118  0.00131329   -42.2604    6.92839
## It.   51, RSS = 1.6551e-09, Par. = -0.00102238  0.0013669    -41.631      1.928
## It.   52, RSS = 1.64876e-09, Par. = -0.000836782  0.00146703   -39.6781   -8.01281
## It.   53, RSS = 1.64428e-09, Par. = -0.000832216  0.00147905   -39.1307   -8.36154
## It.   54, RSS = 1.64212e-09, Par. = -0.000796587  0.00149541   -38.4403   -10.0452
## It.   55, RSS = 1.64039e-09, Par. = -0.000721783  0.00152729   -36.9488   -13.4614
## It.   56, RSS = 1.63841e-09, Par. = -0.000652602  0.0015562   -35.2872   -16.3704
## It.   57, RSS = 1.62967e-09, Par. = -0.000619315  0.00156997   -34.3586   -17.6035
## It.   58, RSS = 1.62694e-09, Par. = -0.000594846  0.00157914    -33.679    -18.484
## It.   59, RSS = 1.62515e-09, Par. = -0.000543877  0.00159722   -32.2442   -20.2732
## It.   60, RSS = 1.62083e-09, Par. = -0.000496728  0.00161396    -30.776   -21.7209
## It.   61, RSS = 1.61595e-09, Par. = -0.000450611  0.00162968   -29.2506   -22.9588
## It.   62, RSS = 1.61062e-09, Par. = -0.000405711  0.00164451   -27.6722   -23.9704
## It.   63, RSS = 1.60464e-09, Par. = -0.000362092  0.00165849   -26.0482   -24.7451
## It.   64, RSS = 1.59788e-09, Par. = -0.00031982  0.00167166   -24.3861    -25.273
## It.   65, RSS = 1.59016e-09, Par. = -0.000278959  0.00168407    -22.694    -25.545
## It.   66, RSS = 1.58123e-09, Par. = -0.000239574  0.00169572   -20.9801    -25.553
## It.   67, RSS = 1.57079e-09, Par. = -0.000201726  0.00170662   -19.2536   -25.2906
## It.   68, RSS = 1.55846e-09, Par. = -0.000165475  0.00171677   -17.5236   -24.7532
## It.   69, RSS = 1.54371e-09, Par. = -0.000130875  0.00172615   -15.7998   -23.9383
## It.   70, RSS = 1.52588e-09, Par. = -9.79772e-05  0.00173474   -14.0922   -22.8459
## It.   71, RSS = 1.50407e-09, Par. = -6.68259e-05  0.00174252   -12.4107   -21.4784
## It.   72, RSS = 1.47553e-09, Par. = -3.80086e-05  0.00174951   -10.7957   -19.8698
## It.   73, RSS = 1.43867e-09, Par. = -1.21219e-05  0.0017557   -9.29344   -18.0897
## It.   74, RSS = 1.39574e-09, Par. =  1.12155e-05  0.00176108   -7.89632   -16.1711
## It.   75, RSS = 1.34552e-09, Par. =  3.22341e-05  0.0017657   -6.59967   -14.1359
## It.   76, RSS = 1.29083e-09, Par. =  5.21072e-05  0.00176987   -5.33804   -11.9026
## It.   77, RSS = 1.21957e-09, Par. =  6.84147e-05  0.00177326   -4.26452   -9.73299
## It.   78, RSS = 1.16427e-09, Par. =  7.65988e-05  0.00177505   -3.71234   -8.46579
## It.   79, RSS = 1.1498e-09, Par. =  8.69931e-05  0.00182922   -3.01573   -7.01314
## It.   80, RSS = 1.12883e-09, Par. =  8.87562e-05  0.00189706   -2.88199   -6.72929
## It.   81, RSS = 1.12747e-09, Par. =  8.93742e-05  0.0020332   -2.84777   -6.86986
## It.   82, RSS = 1.12603e-09, Par. =  8.95921e-05  0.00217006   -2.83706    -7.0432
## It.   83, RSS = 1.1259e-09, Par. =  8.96085e-05  0.00244374   -2.84498   -7.45041
## It.   84, RSS = 1.12318e-09, Par. =  8.96594e-05  0.00258061   -2.84344   -7.59519
## It.   85, RSS = 1.12253e-09, Par. =  8.96382e-05  0.00282761   -2.85072   -7.90617
## It.   86, RSS = 1.12144e-09, Par. =  8.96147e-05  0.00310135    -2.8571   -8.20831
## It.   87, RSS = 1.12032e-09, Par. =  8.95987e-05  0.00337509   -2.86208   -8.47921
## It.   88, RSS = 1.11941e-09, Par. =  8.95858e-05  0.00364884   -2.86628   -8.72766
## It.   89, RSS = 1.11866e-09, Par. =  8.95743e-05  0.0039226   -2.86992    -8.9572
## It.   90, RSS = 1.11803e-09, Par. =  8.95639e-05  0.00419637   -2.87312   -9.17053
## It.   91, RSS = 1.11749e-09, Par. =  8.95543e-05  0.00447013   -2.87597   -9.36978
## It.   92, RSS = 1.11708e-09, Par. =  8.9555e-05  0.00465037   -2.87707   -9.48869
## It.   93, RSS = 1.11677e-09, Par. =  8.95373e-05  0.00498326   -2.88068   -9.71409
## It.   94, RSS = 1.11632e-09, Par. =  8.95231e-05  0.00534374   -2.88372   -9.93456
## It.   95, RSS = 1.11588e-09, Par. =  8.95131e-05  0.00570422   -2.88617    -10.138
## It.    0, RSS = 4.27716e-08, Par. =     0.0001     0.0002         -2         10
## It.    1, RSS = 2.06956e-08, Par. = -0.0020796  0.000207521   -17.5724    75.5071
## It.    2, RSS = 6.40954e-09, Par. = -0.00163581  0.00046764   -57.0829    101.873
## It.    3, RSS = 3.04974e-09, Par. = -0.00326079  0.000759549   -39.5542    70.7008
## It.    4, RSS = 1.55081e-09, Par. = -0.00313581  0.000790084   -40.9655    70.5613
## It.    5, RSS = 1.53262e-09, Par. = -0.00312086  0.00079697   -41.3025    70.3899
## It.    6, RSS = 1.53183e-09, Par. = -0.00308644  0.000810787   -41.9419    70.1054
## It.    7, RSS = 1.5307e-09, Par. = -0.00305507  0.000824207   -42.5541    69.8058
## It.    8, RSS = 1.52983e-09, Par. = -0.00303681  0.000832514   -42.9265    69.6075
## It.    9, RSS = 1.52913e-09, Par. = -0.00300065  0.000848717   -43.6538    69.2172
## It.   10, RSS = 1.52789e-09, Par. = -0.00296812  0.00086441   -44.3445    68.8091
## It.   11, RSS = 1.52678e-09, Par. = -0.00293798  0.000879597   -45.0026    68.3928
## It.   12, RSS = 1.52594e-09, Par. = -0.00292234  0.000888007   -45.3596    68.1484
## It.   13, RSS = 1.52526e-09, Par. = -0.00289099  0.000904413   -46.0585    67.6698
## It.   14, RSS = 1.5242e-09, Par. = -0.00286249  0.000920313   -46.7222    67.1781
## It.   15, RSS = 1.52341e-09, Par. = -0.00284756  0.00092918    -47.084    66.8897
## It.   16, RSS = 1.52277e-09, Par. = -0.0028176  0.000946478   -47.7921    66.3239
## It.   17, RSS = 1.52176e-09, Par. = -0.0027903  0.000963231   -48.4629     65.747
## It.   18, RSS =  1.521e-09, Par. = -0.00277604  0.000972509   -48.8254    65.4128
## It.   19, RSS = 1.52039e-09, Par. = -0.00274737  0.000990607   -49.5348    64.7565
## It.   20, RSS = 1.51944e-09, Par. = -0.00272114  0.00100813   -50.2052    64.0914
## It.   21, RSS = 1.51873e-09, Par. = -0.00270726  0.00101791   -50.5698    63.7052
## It.   22, RSS = 1.51815e-09, Par. = -0.00267933  0.00103698   -51.2829    62.9455
## It.   23, RSS = 1.51723e-09, Par. = -0.00265367  0.00105543   -51.9545    62.1791
## It.   24, RSS = 1.51655e-09, Par. = -0.00264013  0.00106565   -52.3161    61.7389
## It.   25, RSS =  1.516e-09, Par. = -0.00261283  0.00108559   -53.0234    60.8721
## It.   26, RSS = 1.51513e-09, Par. = -0.00258761  0.00110487   -53.6873    60.0013
## It.   27, RSS = 1.51448e-09, Par. = -0.00257412  0.00111564   -54.0465    59.4987
## It.   28, RSS = 1.51395e-09, Par. = -0.00254688  0.00113663   -54.7486    58.5079
## It.   29, RSS = 1.51311e-09, Par. = -0.0025216  0.00115692   -55.4048    57.5157
## It.   30, RSS = 1.5125e-09, Par. = -0.00250808  0.00116818   -55.7561    56.9479
## It.   31, RSS = 1.51199e-09, Par. = -0.00248075  0.00119013   -56.4425    55.8275
## It.   32, RSS = 1.51119e-09, Par. = -0.00245521  0.00121135   -57.0808    54.7082
## It.   33, RSS = 1.51059e-09, Par. = -0.00244134  0.00122321   -57.4234    54.0638
## It.   34, RSS = 1.5101e-09, Par. = -0.0024133  0.00124633    -58.092    52.7911
## It.   35, RSS = 1.50932e-09, Par. = -0.00238692  0.00126866   -58.7092     51.522
## It.   36, RSS = 1.50875e-09, Par. = -0.00237258  0.00128109   -59.0364    50.7956
## It.   37, RSS = 1.50827e-09, Par. = -0.00234352  0.00130531   -59.6741    49.3595
## It.   38, RSS = 1.50751e-09, Par. = -0.00231601  0.0013287   -60.2573    47.9297
## It.   39, RSS = 1.50695e-09, Par. = -0.00230076  0.00134185   -60.5667     47.103
## It.   40, RSS = 1.50649e-09, Par. = -0.00226986  0.00136749   -61.1678    45.4669
## It.   41, RSS = 1.50573e-09, Par. = -0.0022404  0.00139223   -61.7093    43.8391
## It.   42, RSS = 1.50518e-09, Par. = -0.00222397  0.00140613   -61.9915    42.8993
## It.   43, RSS = 1.50471e-09, Par. = -0.00219064  0.0014332   -62.5375    41.0373
## It.   44, RSS = 1.50395e-09, Par. = -0.00215861  0.00145932   -63.0178    39.1853
## It.   45, RSS = 1.50339e-09, Par. = -0.00214026  0.00147427   -63.2657    38.0958
## It.   46, RSS = 1.50292e-09, Par. = -0.00210303  0.00150335   -63.7407     35.935
## It.   47, RSS = 1.50212e-09, Par. = -0.00206697  0.0015314   -64.1391    33.7849
## It.   48, RSS = 1.50154e-09, Par. = -0.00204578  0.00154773   -64.3362    32.4974
## It.   49, RSS = 1.50104e-09, Par. = -0.00200269  0.00157945   -64.7056    29.9383
## It.   50, RSS = 1.50017e-09, Par. = -0.00196064  0.00161001   -64.9804    27.3911
## It.   51, RSS = 1.49954e-09, Par. = -0.00193426  0.00162879   -65.0995    25.7777
## It.   52, RSS = 1.49897e-09, Par. = -0.00188051  0.00166516   -65.3003    22.5632
## It.   53, RSS = 1.4979e-09, Par. = -0.00182753  0.00170012   -65.3655    19.3583
## It.   54, RSS = 1.4971e-09, Par. = -0.0017884  0.00172495   -65.3225    16.9982
## It.   55, RSS = 1.49635e-09, Par. = -0.00170839  0.00177276    -65.147    12.2785
## It.   56, RSS = 1.49458e-09, Par. = -0.00162819  0.00181842   -64.6891     7.5557
## It.   57, RSS =  1.493e-09, Par. = -0.00146197  0.00190456   -63.3202   -1.92438
## It.   58, RSS = 1.49145e-09, Par. = -0.00142725  0.00192446   -62.5814   -3.95933
## It.   59, RSS = 1.48991e-09, Par. = -0.00134515   0.001959   -61.3664   -8.27892
## It.   60, RSS = 1.48915e-09, Par. = -0.00131479  0.00197176   -60.7803   -9.83446
## It.   61, RSS = 1.48817e-09, Par. = -0.00125064  0.00199589   -59.6161   -13.0433
## It.   62, RSS = 1.48742e-09, Par. = -0.00122502  0.00200553   -59.0643   -14.2804
## It.   63, RSS = 1.48655e-09, Par. = -0.00117154  0.00202396   -57.9549   -16.8287
## It.   64, RSS = 1.48581e-09, Par. = -0.00114764  0.00203219   -57.3945   -17.9244
## It.   65, RSS = 1.48499e-09, Par. = -0.00109807  0.00204806   -56.2564   -20.1748
## It.   66, RSS = 1.48423e-09, Par. = -0.0010778  0.00205462   -55.7376   -21.0524
## It.   67, RSS = 1.48343e-09, Par. = -0.00103585  0.00206723    -54.691    -22.864
## It.   68, RSS = 1.48269e-09, Par. = -0.00101445  0.00207367   -54.1136   -23.7466
## It.   69, RSS = 1.48188e-09, Par. = -0.00097028  0.00208623   -52.9318   -25.5563
## It.   70, RSS = 1.48083e-09, Par. = -0.00092414  0.00209912   -51.6206   -27.3577
## It.   71, RSS = 1.47948e-09, Par. = -0.000882078  0.00211053   -50.3637   -28.9144
## It.   72, RSS = 1.47829e-09, Par. = -0.000837741  0.00212212   -48.9891   -30.4769
## It.   73, RSS = 1.47679e-09, Par. = -0.000796537  0.00213263   -47.6522    -31.837
## It.   74, RSS = 1.4755e-09, Par. = -0.000752957  0.00214342   -46.1879   -33.1878
## It.   75, RSS = 1.47372e-09, Par. = -0.000712757  0.00215319   -44.7775   -34.3293
## It.   76, RSS = 1.47233e-09, Par. = -0.000670079  0.0021633   -43.2308   -35.4443
## It.   77, RSS = 1.47018e-09, Par. = -0.000631013  0.00217246    -41.755   -36.3463
## It.   78, RSS = 1.46867e-09, Par. = -0.000589388  0.00218201   -40.1339   -37.1997
## It.   79, RSS = 1.46604e-09, Par. = -0.000551597  0.00219066   -38.6021   -37.8395
## It.   80, RSS = 1.4644e-09, Par. = -0.00051119  0.00219974   -36.9166   -38.4042
## It.   81, RSS = 1.46111e-09, Par. = -0.000474827  0.00220795   -35.3397   -38.7591
## It.   82, RSS = 1.45932e-09, Par. = -0.000435814  0.00221662   -33.6017   -39.0076
## It.   83, RSS = 1.45514e-09, Par. = -0.000401045  0.00222442   -31.9932   -39.0558
## It.   84, RSS = 1.45315e-09, Par. = -0.00036362  0.00223269   -30.2173   -38.9624
## It.   85, RSS = 1.44776e-09, Par. = -0.000330619  0.00224007    -28.593   -38.6855
## It.   86, RSS = 1.44359e-09, Par. = -0.000298417  0.00224719   -26.9681   -38.2653
## It.   87, RSS = 1.43895e-09, Par. = -0.000267152  0.00225407   -25.3458   -37.6845
## It.   88, RSS = 1.43374e-09, Par. = -0.000236849  0.00226071   -23.7305   -36.9426
## It.   89, RSS = 1.42978e-09, Par. = -0.000205068  0.00226775   -21.9937   -35.9734
## It.   90, RSS = 1.41968e-09, Par. = -0.00017827  0.00227395   -20.4823   -34.9346
## It.   91, RSS = 1.41353e-09, Par. = -0.000150717  0.00228034   -18.8996     -33.71
## It.   92, RSS = 1.4024e-09, Par. = -0.000127213  0.0022859   -17.5107   -32.4575
## It.   93, RSS = 1.39442e-09, Par. = -0.000102923  0.00229158   -16.0517   -31.0124
## It.   94, RSS = 1.38133e-09, Par. = -8.22585e-05  0.00229641   -14.7782   -29.5825
## It.   95, RSS = 1.37097e-09, Par. = -6.07766e-05  0.00230129   -13.4357   -27.9543
## It.    0, RSS = 4.2986e-08, Par. =     0.0001     0.0002         -2         10
## It.    1, RSS = 2.01551e-08, Par. = -0.00202749  0.000204912    -17.012    73.6693
## It.    2, RSS = 8.90792e-09, Par. = -0.00156508  0.000451654   -55.7969    101.952
## It.    3, RSS = 7.1727e-09, Par. = -0.00323914  0.000737596   -39.9809    71.6715
## It.    4, RSS = 5.95423e-09, Par. = -0.0028184  0.000885967   -46.4117    69.6816
## It.    5, RSS = 1.44881e-09, Par. = -0.00275664  0.000960589   -49.4864    66.6905
## It.    6, RSS = 1.42106e-09, Par. = -0.00274725  0.000978116   -49.9918    65.9927
## It.    7, RSS = 1.42071e-09, Par. = -0.0027352  0.000986653   -50.3116    65.6694
## It.    8, RSS = 1.42023e-09, Par. = -0.00271007  0.00100303   -50.9532    65.0374
## It.    9, RSS = 1.41954e-09, Par. = -0.00268675  0.00101893   -51.5631    64.3992
## It.   10, RSS = 1.41901e-09, Par. = -0.00267287  0.00102879   -51.9329    63.9898
## It.   11, RSS = 1.41858e-09, Par. = -0.0026452  0.00104805    -52.655    63.1816
## It.   12, RSS = 1.41781e-09, Par. = -0.00261974  0.00106667   -53.3342    62.3676
## It.   13, RSS = 1.41725e-09, Par. = -0.0026079  0.00107581   -53.6568    61.9535
## It.   14, RSS = 1.41681e-09, Par. = -0.00258378  0.00109364   -54.2908    61.1398
## It.   15, RSS = 1.41618e-09, Par. = -0.00256127  0.00111095   -54.8898    60.3235
## It.   16, RSS = 1.4157e-09, Par. = -0.00254758  0.00112181   -55.2554    59.7965
## It.   17, RSS = 1.41531e-09, Par. = -0.00252022  0.00114301   -55.9681    58.7549
## It.   18, RSS = 1.41459e-09, Par. = -0.0024948  0.00116349    -56.633    57.7124
## It.   19, RSS = 1.41408e-09, Par. = -0.00248297  0.00117342    -56.943    57.1903
## It.   20, RSS = 1.41367e-09, Par. = -0.00245883  0.00119283   -57.5525    56.1617
## It.   21, RSS = 1.41309e-09, Par. = -0.00243605  0.00121165   -58.1236    55.1342
## It.   22, RSS = 1.41264e-09, Par. = -0.00242183  0.00122364    -58.475    54.4628
## It.   23, RSS = 1.41228e-09, Par. = -0.00239336  0.00124704   -59.1579     53.134
## It.   24, RSS = 1.41161e-09, Par. = -0.00236658  0.00126963   -59.7869    51.8091
## It.   25, RSS = 1.41113e-09, Par. = -0.00235411  0.00128045   -60.0726    51.1556
## It.   26, RSS = 1.41074e-09, Par. = -0.00232862  0.00130158   -60.6339    49.8651
## It.   27, RSS = 1.4102e-09, Par. = -0.00230429  0.00132208   -61.1526    48.5791
## It.   28, RSS = 1.40977e-09, Par. = -0.00228856  0.00133543   -61.4747    47.7205
## It.   29, RSS = 1.40943e-09, Par. = -0.00225699  0.00136148   -62.0966    46.0189
## It.   30, RSS = 1.40877e-09, Par. = -0.00222693  0.0013866   -62.6551    44.3263
## It.   31, RSS = 1.4083e-09, Par. = -0.00221288  0.00139852   -62.8986    43.5012
## It.   32, RSS = 1.40792e-09, Par. = -0.00218413  0.00142175   -63.3764    41.8677
## It.   33, RSS = 1.40738e-09, Par. = -0.00215634  0.00144428   -63.8045    40.2416
## It.   34, RSS = 1.40696e-09, Par. = -0.00213741  0.00145957   -64.0724    39.1112
## It.   35, RSS = 1.40662e-09, Par. = -0.00209931  0.00148935     -64.58    36.8665
## It.   36, RSS = 1.40591e-09, Par. = -0.00206249  0.00151803   -65.0055     34.634
## It.   37, RSS = 1.40542e-09, Par. = -0.00204502  0.00153164   -65.1746    33.5445
## It.   38, RSS = 1.40501e-09, Par. = -0.00200915  0.00155812   -65.5027    31.3801
## It.   39, RSS = 1.40443e-09, Par. = -0.00197406  0.00158377   -65.7637    29.2251
## It.   40, RSS = 1.40395e-09, Par. = -0.0019474  0.00160286    -65.918    27.5776
## It.   41, RSS = 1.40358e-09, Par. = -0.0018936  0.00163989   -66.1778    24.2979
## It.   42, RSS = 1.40262e-09, Par. = -0.00184074  0.00167543   -66.2966      21.03
## It.   43, RSS =  1.402e-09, Par. = -0.00181178  0.00169439   -66.2861    19.2284
## It.   44, RSS = 1.40142e-09, Par. = -0.00175213  0.00173102   -66.2337    15.6258
## It.   45, RSS = 1.40046e-09, Par. = -0.00169263  0.00176632   -66.0201    12.0254
## It.   46, RSS = 1.39993e-09, Par. = -0.00157102  0.00183369   -65.3396    4.82018
## It.   47, RSS = 1.39742e-09, Par. = -0.00144689  0.00189717   -63.9928   -2.40753
## It.   48, RSS = 1.39654e-09, Par. = -0.00139513  0.00192221   -63.1145   -5.30268
## It.   49, RSS = 1.39557e-09, Par. = -0.0012824  0.00196873   -61.3303   -11.3073
## It.   50, RSS = 1.39412e-09, Par. = -0.00124762  0.00198345   -60.5346   -13.0772
## It.   51, RSS = 1.39351e-09, Par. = -0.00117207  0.00201038   -59.0008   -16.8137
## It.   52, RSS = 1.39291e-09, Par. = -0.00109987  0.00203503   -57.3237   -20.2233
## It.   53, RSS = 1.39263e-09, Par. = -0.00102253  0.00205965   -55.3703   -23.6877
## It.   54, RSS = 1.38932e-09, Par. = -0.000987551  0.00207064   -54.3643   -25.1277
## It.   55, RSS = 1.38861e-09, Par. = -0.000965622  0.00207697   -53.7387   -26.0157
## It.   56, RSS = 1.38804e-09, Par. = -0.000920476  0.00208941   -52.4483   -27.8285
## It.   57, RSS = 1.38721e-09, Par. = -0.000873182  0.00210224   -51.0127    -29.623
## It.   58, RSS = 1.38591e-09, Par. = -0.000830391  0.00211353   -49.6467   -31.1472
## It.   59, RSS = 1.38495e-09, Par. = -0.000785136  0.00212505   -48.1488   -32.6698
## It.   60, RSS = 1.38351e-09, Par. = -0.000743341  0.00213547   -46.7005   -33.9682
## It.   61, RSS = 1.38251e-09, Par. = -0.00069898  0.0021462   -45.1092   -35.2452
## It.   62, RSS = 1.38076e-09, Par. = -0.00065834  0.0021559   -43.5862   -36.2923
## It.   63, RSS = 1.37973e-09, Par. = -0.000615038  0.00216598   -41.9104   -37.2955
## It.   64, RSS = 1.37757e-09, Par. = -0.000575702  0.00217509   -40.3226   -38.0666
## It.   65, RSS = 1.37652e-09, Par. = -0.000533634  0.00218463   -38.5726   -38.7661
## It.   66, RSS = 1.37378e-09, Par. = -0.000495763  0.00219324   -36.9317   -39.2357
## It.   67, RSS = 1.37274e-09, Par. = -0.000455121  0.00220231   -35.1201   -39.6005
## It.   68, RSS = 1.36723e-09, Par. = -0.000437201  0.00220655   -34.2755   -39.6331
## It.   69, RSS = 1.36599e-09, Par. = -0.00042309  0.00220966   -33.6157    -39.671
## It.   70, RSS = 1.36517e-09, Par. = -0.000394003  0.00221589    -32.251   -39.7283
## It.   71, RSS = 1.36266e-09, Par. = -0.000366633  0.00222193   -30.9203   -39.6413
## It.   72, RSS = 1.36053e-09, Par. = -0.000337593  0.00222828   -29.4778   -39.4429
## It.   73, RSS = 1.35708e-09, Par. = -0.00031142  0.00223405   -28.1409   -39.1342
## It.   74, RSS = 1.35458e-09, Par. = -0.000283579  0.00224011   -26.6906   -38.6971
## It.   75, RSS = 1.35038e-09, Par. = -0.000258673  0.00224556   -25.3575   -38.1652
## It.   76, RSS = 1.34738e-09, Par. = -0.000232127  0.00225128   -23.9101   -37.4831
## It.   77, RSS = 1.34211e-09, Par. = -0.000209034  0.00225642   -22.6179   -36.7426
## It.   78, RSS =  1.338e-09, Par. = -0.000185508  0.00226171   -21.2792   -35.8794
## It.   79, RSS = 1.33228e-09, Par. = -0.000164722  0.00226651   -20.0689    -34.981
## It.   80, RSS = 1.32739e-09, Par. = -0.000143505  0.00227142    -18.814   -33.9568
## It.   81, RSS = 1.32088e-09, Par. = -0.000124781  0.00227579   -17.6828   -32.9214
## It.   82, RSS = 1.31621e-09, Par. = -0.000118022  0.00227743   -17.2635   -32.4778
## It.   83, RSS = 1.31217e-09, Par. = -0.0001041  0.00228058   -16.4111    -31.634
## It.   84, RSS = 1.3076e-09, Par. = -9.39108e-05  0.00228294   -15.7738   -30.9365
## It.   85, RSS = 1.30412e-09, Par. = -7.33904e-05  0.00228753   -14.4897   -29.5088
## It.   86, RSS = 1.29394e-09, Par. = -5.48555e-05  0.00229174   -13.2931   -27.9904
## It.   87, RSS = 1.28449e-09, Par. = -3.56868e-05  0.00229595    -12.041    -26.281
## It.   88, RSS = 1.27061e-09, Par. = -1.92555e-05  0.00229946   -10.9445   -24.6331
## It.   89, RSS = 1.26078e-09, Par. = -1.32285e-05  0.00230074   -10.5336   -23.9388
## It.   90, RSS = 1.25212e-09, Par. = -9.9475e-07  0.00230314   -9.71035   -22.6222
## It.   91, RSS = 1.24118e-09, Par. =  9.21303e-06  0.00230512   -9.00662   -21.3966
## It.   92, RSS = 1.23672e-09, Par. =  2.83138e-05  0.00230866   -7.68857   -19.0386
## It.   93, RSS = 1.20708e-09, Par. =  3.70208e-05  0.00231028    -7.0553   -17.6906
## It.   94, RSS = 1.2034e-09, Par. =  5.46213e-05  0.00231335    -5.8112   -15.1459
## It.   95, RSS = 1.16757e-09, Par. =  6.26734e-05  0.0023148   -5.20181   -13.6557
## It.   96, RSS = 1.18068e-09, Par. =  6.26734e-05  0.0023148   -5.20181   -13.6557
## It.    0, RSS = 4.24717e-08, Par. =     0.0001     0.0002         -2         10
## It.    1, RSS = 1.78173e-08, Par. = -0.00209692  0.000208656   -18.4874    77.3912
## It.    2, RSS = 8.97222e-09, Par. = -0.00163093  0.000474148   -57.4136    102.991
## It.    3, RSS = 3.57264e-09, Par. = -0.00229344  0.000584612   -51.3854    90.2707
## It.    4, RSS = 2.3584e-09, Par. = -0.00266461  0.000654083   -47.8057    85.2458
## It.    5, RSS = 1.9436e-09, Par. = -0.00292719  0.000701041   -45.9919    82.1826
## It.    6, RSS = 1.81281e-09, Par. = -0.00305136  0.000723849   -45.2222    80.9093
## It.    7, RSS = 1.66181e-09, Par. = -0.00329452  0.000771153   -43.8708    78.4683
## It.    8, RSS = 1.64954e-09, Par. = -0.00334453  0.000781914   -43.6378    77.9946
## It.    9, RSS = 1.64385e-09, Par. = -0.00334937  0.000808721   -44.2285    77.2457
## It.   10, RSS = 1.64313e-09, Par. = -0.00334201  0.000813488   -44.4058    77.1436
## It.   11, RSS = 1.64243e-09, Par. = -0.00332176  0.000821731   -44.7968    76.9835
## It.   12, RSS = 1.64158e-09, Par. = -0.0032814  0.000837609   -45.5703    76.6691
## It.   13, RSS = 1.64013e-09, Par. = -0.00324503  0.000852999   -46.3075    76.3327
## It.   14, RSS = 1.63907e-09, Par. = -0.00322783  0.000860881    -46.677    76.1449
## It.   15, RSS = 1.63823e-09, Par. = -0.00319314  0.000876258   -47.4016    75.7807
## It.   16, RSS = 1.63699e-09, Par. = -0.00316158  0.000891192   -48.0935    75.3996
## It.   17, RSS = 1.63606e-09, Par. = -0.00314365  0.000900216   -48.5036    75.1544
## It.   18, RSS = 1.6353e-09, Par. = -0.00310802  0.000917821   -49.3054    74.6725
## It.   19, RSS = 1.63399e-09, Par. = -0.00307585  0.000934864   -50.0657    74.1725
## It.   20, RSS = 1.63304e-09, Par. = -0.0030606  0.000943558   -50.4442    73.9014
## It.   21, RSS = 1.63228e-09, Par. = -0.00302974  0.000960522    -51.187    73.3723
## It.   22, RSS = 1.63118e-09, Par. = -0.00300154  0.000976973   -51.8932    72.8302
## It.   23, RSS = 1.63034e-09, Par. = -0.00298531  0.00098697   -52.3132    72.4852
## It.   24, RSS = 1.62966e-09, Par. = -0.00295296  0.00100647   -53.1339    71.8056
## It.   25, RSS = 1.62848e-09, Par. = -0.00292358  0.00102532   -53.9081     71.113
## It.   26, RSS = 1.62762e-09, Par. = -0.00290961  0.00103489   -54.2901    70.7445
## It.   27, RSS = 1.62694e-09, Par. = -0.00288123  0.00105355   -55.0399    70.0224
## It.   28, RSS = 1.62594e-09, Par. = -0.00285511  0.00107163   -55.7493    69.2919
## It.   29, RSS = 1.62519e-09, Par. = -0.00283985  0.00108268   -56.1724    68.8285
## It.   30, RSS = 1.62457e-09, Par. = -0.00280933  0.00110424   -56.9983    67.9142
## It.   31, RSS = 1.6235e-09, Par. = -0.00278137  0.00112506   -57.7725    66.9926
## It.   32, RSS = 1.62272e-09, Par. =  -0.002768  0.00113555     -58.15    66.5094
## It.   33, RSS = 1.6221e-09, Par. = -0.00274079  0.00115603   -58.8912    65.5598
## It.   34, RSS = 1.6212e-09, Par. = -0.00271549  0.00117586    -59.588    64.6066
## It.   35, RSS = 1.62051e-09, Par. = -0.00270042  0.00118807   -60.0045    64.0006
## It.   36, RSS = 1.61995e-09, Par. = -0.0026702  0.00121189   -60.8163    62.8035
## It.   37, RSS = 1.61896e-09, Par. = -0.00264218  0.00123486   -61.5702    61.6051
## It.   38, RSS = 1.61825e-09, Par. = -0.00262872  0.00124636    -61.932    60.9845
## It.   39, RSS = 1.61767e-09, Par. = -0.00260122  0.00126879   -62.6422    59.7617
## It.   40, RSS = 1.61684e-09, Par. = -0.00257535  0.00129049   -63.3032    58.5404
## It.   41, RSS = 1.61621e-09, Par. = -0.00255956  0.00130401   -63.6992    57.7575
## It.   42, RSS = 1.6157e-09, Par. = -0.00252781  0.00133037   -64.4685    56.2088
## It.   43, RSS = 1.61476e-09, Par. = -0.00249797  0.00135577    -65.172    54.6649
## It.   44, RSS = 1.61409e-09, Par. = -0.00248351  0.00136839   -65.5015    53.8736
## It.   45, RSS = 1.61355e-09, Par. = -0.00245396   0.001393   -66.1478    52.3106
## It.   46, RSS = 1.61276e-09, Par. = -0.00242577  0.00141679   -66.7385    50.7535
## It.   47, RSS = 1.61216e-09, Par. = -0.00240795  0.00143193    -67.093    49.7365
## It.   48, RSS = 1.61167e-09, Par. = -0.00237208  0.0014614   -67.7764    47.7211
## It.   49, RSS = 1.61074e-09, Par. = -0.00233783  0.00148976   -68.3811    45.7154
## It.   50, RSS = 1.61008e-09, Par. = -0.00232103  0.00150381   -68.6526    44.6925
## It.   51, RSS = 1.60954e-09, Par. = -0.00228662  0.00153116   -69.1826    42.6658
## It.   52, RSS = 1.60875e-09, Par. = -0.00225334  0.00155759   -69.6453     40.648
## It.   53, RSS = 1.60814e-09, Par. = -0.00223107  0.00157511   -69.9202    39.2738
## It.   54, RSS = 1.60764e-09, Par. = -0.00218611  0.00160917   -70.4362    36.5434
## It.   55, RSS = 1.60661e-09, Par. = -0.00214251  0.00164188   -70.8453    33.8269
## It.   56, RSS = 1.60591e-09, Par. = -0.00212018  0.00165846   -71.0057    32.4065
## It.   57, RSS = 1.60529e-09, Par. = -0.00207438  0.00169063   -71.3097    29.5809
## It.   58, RSS = 1.60436e-09, Par. = -0.00202935  0.00172168   -71.5121    26.7627
## It.   59, RSS = 1.60361e-09, Par. = -0.00199438  0.00174506   -71.5993     24.571
## It.   60, RSS = 1.60301e-09, Par. = -0.0019234  0.00179026   -71.6976    20.1964
## It.   61, RSS = 1.60135e-09, Par. = -0.00185301  0.00183341   -71.5701    15.8278
## It.   62, RSS = 1.60022e-09, Par. = -0.00179969  0.00186433   -71.3182    12.5534
## It.   63, RSS = 1.59896e-09, Par. = -0.00168961  0.0019235   -70.6524     5.9763
## It.   64, RSS = 1.59646e-09, Par. = -0.00157715  0.00197972   -69.4631  -0.642463
## It.   65, RSS = 1.59494e-09, Par. = -0.00133455  0.00208652   -66.1356   -14.2555
## It.   66, RSS = 1.59152e-09, Par. = -0.00132241  0.00209838   -65.3045   -14.9317
## It.   67, RSS = 1.59048e-09, Par. = -0.00127622  0.00211431   -64.3005   -17.2216
## It.   68, RSS = 1.5895e-09, Par. = -0.00123285  0.00212853   -63.3105   -19.3168
## It.   69, RSS = 1.58856e-09, Par. = -0.00119282  0.00214114   -62.3491      -21.2
## It.   70, RSS = 1.58761e-09, Par. = -0.00115352  0.00215305    -61.364   -23.0016
## It.   71, RSS = 1.58669e-09, Par. = -0.00111855  0.00216331   -60.4477   -24.5597
## It.   72, RSS = 1.58658e-09, Par. =  -0.001046  0.00218366   -58.5002   -27.7214
## It.   73, RSS = 1.58381e-09, Par. = -0.00101209  0.00219331   -57.4652   -29.0743
## It.   74, RSS = 1.5828e-09, Par. = -0.000983882  0.0022007   -56.6127    -30.185
## It.   75, RSS = 1.5824e-09, Par. = -0.000925459  0.00221537   -54.8243   -32.4413
## It.   76, RSS = 1.57995e-09, Par. = -0.000898043  0.00222246   -53.9001   -33.3934
## It.   77, RSS = 1.5799e-09, Par. = -0.00084055  0.00223606   -51.9961   -35.3977
## It.   78, RSS = 1.57667e-09, Par. = -0.000813727  0.00224267   -51.0227   -36.2094
## It.   79, RSS = 1.57554e-09, Par. = -0.000789656  0.00224818   -50.1572   -36.9369
## It.   80, RSS = 1.57528e-09, Par. = -0.000739769  0.00225922   -48.3446   -38.4009
## It.   81, RSS = 1.57207e-09, Par. = -0.000716483  0.00226467     -47.43   -38.9664
## It.   82, RSS = 1.57079e-09, Par. = -0.000692533  0.00226988    -46.498   -39.5534
## It.   83, RSS = 1.56953e-09, Par. = -0.000670796  0.00227456   -45.6354   -40.0505
## It.   84, RSS = 1.56928e-09, Par. = -0.000625758  0.00228404    -43.829    -41.033
## It.   85, RSS = 1.56545e-09, Par. = -0.00060483  0.00228876   -42.9295   -41.3636
## It.   86, RSS = 1.56395e-09, Par. = -0.000583074  0.00229333    -42.002   -41.7171
## It.   87, RSS = 1.56244e-09, Par. = -0.000563512  0.00229742   -41.1536   -41.9977
## It.   88, RSS = 1.56208e-09, Par. = -0.000522966  0.00230572   -39.3787   -42.5323
## It.   89, RSS = 1.5576e-09, Par. = -0.000504219  0.00230987   -38.5055   -42.6476
## It.   90, RSS = 1.55743e-09, Par. = -0.000464817  0.0023179   -36.6935   -42.9369
## It.   91, RSS = 1.55198e-09, Par. = -0.000446702  0.0023219   -35.8095   -42.9261
## It.   92, RSS = 1.54992e-09, Par. = -0.00042776  0.0023258   -34.8917   -42.9308
## It.   93, RSS = 1.5507e-09, Par. = -0.00042776  0.0023258   -34.8917   -42.9308
## It.    0, RSS = 4.17938e-08, Par. =     0.0001     0.0002         -2         10
## It.    1, RSS = 1.63741e-08, Par. = -0.00199491  0.000207179   -17.8241    74.0756
## It.    2, RSS = 1.0136e-08, Par. = -0.00154316  0.000461135   -54.5113    98.2951
## It.    3, RSS = 3.37395e-09, Par. = -0.00209272  0.000549162   -49.9958    87.6668
## It.    4, RSS = 1.96556e-09, Par. = -0.00305572  0.00072751   -40.5914    73.5699
## It.    5, RSS = 1.28046e-09, Par. = -0.00310414  0.000751469   -40.9794    72.5419
## It.    6, RSS = 1.27712e-09, Par. = -0.0030906  0.000759405   -41.2807    72.3817
## It.    7, RSS = 1.27624e-09, Par. = -0.00305572  0.000772942    -41.942    72.1229
## It.    8, RSS = 1.27504e-09, Par. = -0.00302346  0.00078598   -42.5787    71.8513
## It.    9, RSS = 1.27409e-09, Par. = -0.00300452  0.00079412   -42.9699    71.6679
## It.   10, RSS = 1.27334e-09, Par. = -0.00296707  0.000809989   -43.7337    71.3072
## It.   11, RSS = 1.27199e-09, Par. = -0.00293353  0.000825346   -44.4584    70.9253
## It.   12, RSS = 1.27078e-09, Par. = -0.00290257  0.000840194   -45.1484    70.5332
## It.   13, RSS = 1.26988e-09, Par. = -0.00288658  0.000848408   -45.5223    70.3013
## It.   14, RSS = 1.26914e-09, Par. = -0.00285452  0.000864419   -46.2539     69.848
## It.   15, RSS = 1.26799e-09, Par. = -0.0028255  0.000879925   -46.9484    69.3791
## It.   16, RSS = 1.26714e-09, Par. = -0.00281023  0.000888631   -47.3296    69.1005
## It.   17, RSS = 1.26645e-09, Par. = -0.00277963  0.000905604   -48.0754    68.5545
## It.   18, RSS = 1.26535e-09, Par. = -0.00275186  0.000922026   -48.7813    67.9949
## It.   19, RSS = 1.26454e-09, Par. = -0.00273743  0.00093111   -49.1623    67.6696
## It.   20, RSS = 1.26389e-09, Par. = -0.00270841  0.00094882   -49.9079    67.0314
## It.   21, RSS = 1.26286e-09, Par. = -0.00268196  0.000965947   -50.6119    66.3823
## It.   22, RSS = 1.26209e-09, Par. = -0.00266792  0.000975569   -50.9973    66.0014
## It.   23, RSS = 1.26147e-09, Par. = -0.00263967  0.000994327   -51.7511    65.2527
## It.   24, RSS = 1.26049e-09, Par. = -0.00261383  0.00101245   -52.4605    64.4955
## It.   25, RSS = 1.25976e-09, Par. = -0.00260027  0.00102248   -52.8417    64.0598
## It.   26, RSS = 1.25917e-09, Par. = -0.00257291  0.00104202   -53.5874    63.2027
## It.   27, RSS = 1.25823e-09, Par. = -0.00254774  0.0010609   -54.2872    62.3399
## It.   28, RSS = 1.25755e-09, Par. = -0.00253421  0.00107151   -54.6684    61.8372
## It.   29, RSS = 1.25699e-09, Par. = -0.00250693  0.0010922   -55.4136    60.8473
## It.   30, RSS = 1.25609e-09, Par. = -0.0024817  0.00111217   -56.1095    59.8543
## It.   31, RSS = 1.25543e-09, Par. = -0.00246828  0.00112321    -56.481    59.2861
## It.   32, RSS = 1.25489e-09, Par. = -0.00244115  0.00114475   -57.2072    58.1662
## It.   33, RSS = 1.25403e-09, Par. = -0.00241587  0.00116553   -57.8824    57.0459
## It.   34, RSS = 1.25341e-09, Par. = -0.00240208  0.00117724   -58.2478     56.395
## It.   35, RSS = 1.25289e-09, Par. = -0.00237419  0.00120005   -58.9608    55.1101
## It.   36, RSS = 1.25205e-09, Par. = -0.00234806  0.00122205   -59.6188     53.828
## It.   37, RSS = 1.25145e-09, Par. = -0.00233394  0.00123424   -59.9664     53.096
## It.   38, RSS = 1.25094e-09, Par. = -0.00230533  0.00125799   -60.6443    51.6501
## It.   39, RSS = 1.25014e-09, Par. = -0.0022783  0.00128091   -61.2646    50.2091
## It.   40, RSS = 1.24955e-09, Par. = -0.00226324  0.00129388   -61.5966    49.3692
## It.   41, RSS = 1.24906e-09, Par. = -0.00223273  0.00131916    -62.242    47.7077
## It.   42, RSS = 1.24826e-09, Par. = -0.00220372  0.00134352   -62.8237    46.0541
## It.   43, RSS = 1.24768e-09, Par. = -0.00218767  0.00135712   -63.1254    45.1046
## It.   44, RSS = 1.24719e-09, Par. = -0.00215511  0.00138358   -63.7102    43.2248
## It.   45, RSS = 1.2464e-09, Par. = -0.00212388  0.00140909   -64.2263    41.3541
## It.   46, RSS = 1.24582e-09, Par. = -0.00210588  0.00142379    -64.496     40.245
## It.   47, RSS = 1.24533e-09, Par. = -0.00206935  0.00145238   -65.0139    38.0454
## It.   48, RSS = 1.2445e-09, Par. = -0.00203406  0.00147992   -65.4511    35.8569
## It.   49, RSS = 1.2439e-09, Par. = -0.00201363  0.00149572   -65.6664    34.5634
## It.   50, RSS = 1.24337e-09, Par. = -0.00197207  0.00152642   -66.0728    31.9939
## It.   51, RSS = 1.24249e-09, Par. = -0.00193155  0.00155596   -66.3829    29.4352
## It.   52, RSS = 1.24184e-09, Par. = -0.00190615  0.00157412    -66.524    27.8135
## It.   53, RSS = 1.24127e-09, Par. = -0.00185443  0.00160929    -66.769    24.5835
## It.   54, RSS = 1.24019e-09, Par. = -0.00180352  0.00164305   -66.8774    21.3633
## It.   55, RSS = 1.23939e-09, Par. = -0.00176788  0.00166583   -66.8655    19.1097
## It.   56, RSS = 1.23865e-09, Par. = -0.00169501  0.00170971   -66.7663     14.606
## It.   57, RSS = 1.23702e-09, Par. = -0.00162214  0.00175163   -66.4142    10.0992
## It.   58, RSS = 1.23612e-09, Par. = -0.00147166  0.00183089   -65.3096    1.05328
## It.   59, RSS = 1.2355e-09, Par. = -0.00131535  0.00190476   -63.1187   -8.05899
## It.   60, RSS = 1.23227e-09, Par. = -0.0012424  0.00193631   -61.5465        -12
## It.   61, RSS = 1.2296e-09, Par. = -0.00116087  0.00196568   -59.8446   -16.1553
## It.   62, RSS = 1.22837e-09, Par. = -0.00108535  0.00199102   -58.0562   -19.8281
## It.   63, RSS = 1.22788e-09, Par. = -0.00100396  0.00201624   -55.9546   -23.5777
## It.   64, RSS = 1.22385e-09, Par. = -0.000967406  0.0020274    -54.869   -25.1182
## It.   65, RSS = 1.22289e-09, Par. = -0.00094272  0.00203426   -54.1441   -26.1416
## It.   66, RSS = 1.22219e-09, Par. = -0.000891677  0.00204776   -52.6377   -28.2329
## It.   67, RSS = 1.22082e-09, Par. = -0.000843082  0.00206041   -51.0981   -30.0937
## It.   68, RSS = 1.21962e-09, Par. = -0.000791323  0.00207334   -49.3836   -31.9566
## It.   69, RSS = 1.21764e-09, Par. = -0.000743979  0.00208487   -47.7278   -33.5218
## It.   70, RSS = 1.21644e-09, Par. = -0.000693254  0.00209676   -45.8827   -35.0686
## It.   71, RSS = 1.21394e-09, Par. = -0.00064736  0.00210735   -44.1249   -36.3061
## It.   72, RSS = 1.21283e-09, Par. = -0.000597922  0.00211842   -42.1618   -37.4921
## It.   73, RSS = 1.20773e-09, Par. = -0.000576019  0.00212355   -41.2289   -37.8861
## It.   74, RSS = 1.20645e-09, Par. = -0.000557906  0.00212748    -40.465   -38.2217
## It.   75, RSS = 1.20579e-09, Par. = -0.000520398  0.00213536   -38.8744    -38.887
## It.   76, RSS = 1.20322e-09, Par. = -0.000485178  0.00214296   -37.3095   -39.3466
## It.   77, RSS = 1.20125e-09, Par. = -0.000447472  0.00215099   -35.5865   -39.7087
## It.   78, RSS = 1.19747e-09, Par. = -0.00041369  0.00215825   -33.9845   -39.8715
## It.   79, RSS = 1.19523e-09, Par. = -0.000377379  0.00216593   -32.2182   -39.9092
## It.   80, RSS = 1.19042e-09, Par. = -0.000345175  0.00217282   -30.5941   -39.7608
## It.   81, RSS = 1.18647e-09, Par. = -0.000313695  0.00217948   -28.9662   -39.4733
## It.   82, RSS = 1.1821e-09, Par. = -0.000283055  0.00218596   -27.3371   -39.0301
## It.   83, RSS = 1.1772e-09, Par. = -0.000253285  0.00219223   -25.7108   -38.4297
## It.   84, RSS = 1.17164e-09, Par. = -0.000224557  0.00219829   -24.0998   -37.6755
## It.   85, RSS = 1.16646e-09, Par. = -0.000195214  0.00220468   -22.4144   -36.7248
## It.   86, RSS = 1.15723e-09, Par. = -0.000170015  0.00221037   -20.9237   -35.7048
## It.   87, RSS = 1.1506e-09, Par. = -0.000144085  0.00221625   -19.3611   -34.5018
## It.   88, RSS = 1.13987e-09, Par. = -0.000121889  0.00222137   -17.9866   -33.2739
## It.   89, RSS = 1.13141e-09, Par. = -9.89051e-05  0.0022266   -16.5404    -31.858
## It.   90, RSS = 1.11872e-09, Par. = -7.9302e-05  0.00223107   -15.2756    -30.458
## It.   91, RSS = 1.11053e-09, Par. = -7.3442e-05  0.00223246   -14.8854    -29.949
## It.   92, RSS = 1.10352e-09, Par. = -6.11487e-05  0.00223511    -14.083   -28.9968
## It.   93, RSS = 1.10147e-09, Par. = -3.65605e-05  0.00224033   -12.4578   -26.9415
## It.   94, RSS = 1.07513e-09, Par. = -2.62307e-05  0.00224265    -11.734   -25.8025
## It.   95, RSS = 1.06837e-09, Par. = -4.41613e-06  0.00224698   -10.2492   -23.6025
## It.   96, RSS = 1.03965e-09, Par. =  1.44631e-05  0.00225068   -8.90466   -21.2869
## It.    0, RSS = 3.9554e-08, Par. =     0.0001     0.0002         -2         10
## It.    1, RSS = 1.63374e-08, Par. = -0.00205311  0.000209616   -18.4284    76.5741
## It.    2, RSS = 1.32198e-08, Par. = -0.00156919  0.000466379   -56.2578    102.678
## It.    3, RSS = 4.85815e-09, Par. = -0.00246327  0.000611756    -49.043    86.2292
## It.    4, RSS = 2.44532e-09, Par. = -0.00259573  0.00064291   -47.5181     84.755
## It.    5, RSS = 2.02786e-09, Par. = -0.00290918  0.000700281   -45.2879    81.0052
## It.    6, RSS = 1.95385e-09, Par. = -0.00299681  0.000716609   -44.7554    80.1041
## It.    7, RSS = 1.86275e-09, Par. = -0.00316818  0.000750493   -43.8073    78.3511
## It.    8, RSS = 1.85051e-09, Par. = -0.00308996  0.0008352   -46.7256    76.1959
## It.    9, RSS = 1.83916e-09, Par. = -0.00309016  0.000844809   -46.9849    75.8741
## It.   10, RSS = 1.83814e-09, Par. = -0.00306196  0.000859456   -47.6539    75.5068
## It.   11, RSS = 1.83717e-09, Par. = -0.00304275  0.000869187    -48.113    75.2498
## It.   12, RSS = 1.83637e-09, Par. = -0.00300472  0.000888081   -49.0103     74.744
## It.   13, RSS = 1.83476e-09, Par. = -0.00297086  0.000906296   -49.8561    74.2151
## It.   14, RSS = 1.83344e-09, Par. = -0.00293593  0.000925877   -50.7506    73.6156
## It.   15, RSS = 1.83196e-09, Par. = -0.00290408  0.000944709   -51.5942    73.0042
## It.   16, RSS = 1.83064e-09, Par. = -0.00287462  0.000962846   -52.3924    72.3861
## It.   17, RSS = 1.82965e-09, Par. = -0.00285989  0.00097254   -52.8084    72.0375
## It.   18, RSS = 1.82886e-09, Par. = -0.00283011  0.000991428   -53.6232    71.3549
## It.   19, RSS = 1.82765e-09, Par. =  -0.002803  0.00100968   -54.3921    70.6604
## It.   20, RSS = 1.82676e-09, Par. = -0.00278795  0.00102039   -54.8318    70.2345
## It.   21, RSS = 1.82603e-09, Par. = -0.00275776  0.00104125   -55.6905    69.3966
## It.   22, RSS = 1.82481e-09, Par. = -0.00273028  0.00106136   -56.4957    68.5485
## It.   23, RSS = 1.82392e-09, Par. = -0.00271644  0.00107209   -56.9119    68.0765
## It.   24, RSS = 1.82321e-09, Par. = -0.00268837  0.00109299   -57.7271    67.1498
## It.   25, RSS = 1.82212e-09, Par. = -0.00266257  0.00111316    -58.491    66.2169
## It.   26, RSS = 1.82131e-09, Par. = -0.00264801  0.00112503    -58.927    65.6475
## It.   27, RSS = 1.82066e-09, Par. = -0.00261871  0.00114815   -59.7775    64.5251
## It.   28, RSS = 1.81954e-09, Par. = -0.00259173  0.00117042   -60.5682    63.3995
## It.   29, RSS = 1.81874e-09, Par. = -0.00257798  0.00118226   -60.9725    62.7791
## It.   30, RSS = 1.81809e-09, Par. = -0.00255002  0.00120531   -61.7639    61.5574
## It.   31, RSS = 1.8171e-09, Par. = -0.00252397  0.00122754   -62.4982    60.3358
## It.   32, RSS = 1.81636e-09, Par. = -0.00250897  0.0012407   -62.9156    59.5899
## It.   33, RSS = 1.81576e-09, Par. = -0.00247872  0.0012663   -63.7279    58.1166
## It.   34, RSS = 1.81473e-09, Par. = -0.00245043  0.00129093   -64.4728     56.647
## It.   35, RSS = 1.81399e-09, Par. = -0.00243579  0.00130401   -64.8477    55.8412
## It.   36, RSS = 1.81338e-09, Par. = -0.00240597  0.00132946   -65.5804    54.2501
## It.   37, RSS = 1.81245e-09, Par. = -0.00237775   0.001354   -66.2486    52.6651
## It.   38, RSS = 1.81176e-09, Par. = -0.00236109  0.00136864    -66.625    51.6903
## It.   39, RSS = 1.81119e-09, Par. = -0.0023274  0.00139714   -67.3537    49.7613
## It.   40, RSS = 1.81019e-09, Par. = -0.00229536  0.00142452   -68.0034    47.8418
## It.   41, RSS = 1.80948e-09, Par. = -0.00227841  0.00143913   -68.3215    46.7862
## It.   42, RSS = 1.80888e-09, Par. = -0.00224382  0.00146753   -68.9397    44.6959
## It.   43, RSS = 1.80796e-09, Par. = -0.00221055  0.00149487   -69.4801    42.6162
## It.   44, RSS = 1.80727e-09, Par. = -0.00219005  0.00151161   -69.7777    41.3042
## It.   45, RSS = 1.80669e-09, Par. = -0.00214849  0.00154413   -70.3434    38.7008
## It.   46, RSS = 1.80563e-09, Par. = -0.00210825  0.00157534   -70.8056    36.1102
## It.   47, RSS = 1.80489e-09, Par. = -0.00208589  0.00159246   -71.0132    34.6419
## It.   48, RSS = 1.80423e-09, Par. = -0.00204016  0.00162567   -71.4037    31.7222
## It.   49, RSS = 1.80317e-09, Par. = -0.00199536  0.00165758   -71.6807     28.813
## It.   50, RSS = 1.80237e-09, Par. = -0.00196431  0.00167907   -71.8022    26.7862
## It.   51, RSS = 1.80166e-09, Par. = -0.00190105  0.00172059   -71.9857    22.7429
## It.   52, RSS = 1.80012e-09, Par. = -0.00183841  0.00176025   -71.9707    18.7052
## It.   53, RSS = 1.79902e-09, Par. = -0.00179162  0.00178837   -71.8247    15.7122
## It.   54, RSS = 1.7979e-09, Par. = -0.00169527  0.00184228   -71.3995    9.70836
## It.   55, RSS = 1.79537e-09, Par. = -0.0015975  0.00189339   -70.5418    3.67581
## It.   56, RSS = 1.7918e-09, Par. = -0.00139088  0.00198933   -68.0989   -8.55472
## It.   57, RSS = 1.79114e-09, Par. = -0.00135622  0.00200816   -67.0118   -10.5859
## It.   58, RSS = 1.78948e-09, Par. = -0.00131326  0.0020237   -66.1553   -12.8566
## It.   59, RSS = 1.78848e-09, Par. = -0.00122426  0.00205408   -64.2979    -17.488
## It.   60, RSS = 1.78766e-09, Par. = -0.0011396  0.00208138   -62.2341    -21.672
## It.   61, RSS = 1.78751e-09, Par. = -0.00104763  0.00210858   -59.7753   -25.9549
## It.   62, RSS = 1.78176e-09, Par. = -0.00100669  0.00212048   -58.5055   -27.6812
## It.   63, RSS = 1.78054e-09, Par. = -0.000982153  0.00212695   -57.7516   -28.6963
## It.   64, RSS = 1.77955e-09, Par. = -0.000931333  0.00213959   -56.1943   -30.7849
## It.   65, RSS = 1.77791e-09, Par. = -0.000882883  0.00215145   -54.6085   -32.6493
## It.   66, RSS = 1.77637e-09, Par. = -0.000831302  0.0021636   -52.8482   -34.5195
## It.   67, RSS = 1.77415e-09, Par. = -0.000784007  0.00217445   -51.1501   -36.1005
## It.   68, RSS = 1.77251e-09, Par. = -0.000733377  0.00218566   -49.2636   -37.6682
## It.   69, RSS = 1.76975e-09, Par. = -0.000687418  0.00219568   -47.4661   -38.9361
## It.   70, RSS = 1.76806e-09, Par. = -0.000637959  0.00220615   -45.4641   -40.1598
## It.   71, RSS = 1.76453e-09, Par. = -0.000593542  0.00221552   -43.5801   -41.0778
## It.   72, RSS = 1.76283e-09, Par. = -0.000545497  0.00222542   -41.4759   -41.9117
## It.   73, RSS = 1.7582e-09, Par. = -0.000502855  0.00223427   -39.5215   -42.4409
## It.   74, RSS = 1.75461e-09, Par. = -0.00046105  0.00224283    -37.544   -42.7897
## It.   75, RSS = 1.75069e-09, Par. = -0.000420231  0.00225117   -35.5446   -42.9341
## It.   76, RSS = 1.74628e-09, Par. = -0.000380456  0.00225931   -33.5291   -42.8667
## It.   77, RSS = 1.74129e-09, Par. = -0.000341787  0.00226723   -31.5036   -42.5812
## It.   78, RSS = 1.73562e-09, Par. = -0.000304287  0.00227491   -29.4747   -42.0725
## It.   79, RSS = 1.7291e-09, Par. = -0.000268015  0.00228234   -27.4496   -41.3372
## It.   80, RSS = 1.72087e-09, Par. = -0.000233815  0.00228957   -25.4823   -40.3991
## It.   81, RSS = 1.71129e-09, Par. = -0.000201944  0.00229657   -23.5958   -39.2852
## It.   82, RSS = 1.70064e-09, Par. = -0.000172237  0.00230326   -21.7892   -38.0134
## It.   83, RSS = 1.68878e-09, Par. = -0.00014453  0.00230958    -20.061   -36.5993
## It.   84, RSS = 1.67553e-09, Par. = -0.000118668  0.0023155   -18.4089   -35.0571
## It.   85, RSS = 1.66067e-09, Par. = -9.45035e-05  0.00232099   -16.8303   -33.3998
## It.   86, RSS = 1.64389e-09, Par. = -7.19054e-05  0.00232604   -15.3227   -31.6387
## It.   87, RSS = 1.62481e-09, Par. = -5.07539e-05  0.00233065   -13.8832   -29.7839
## It.   88, RSS = 1.60294e-09, Par. = -3.09448e-05  0.00233482   -12.5095   -27.8445
## It.   89, RSS = 1.58689e-09, Par. = -2.52828e-05  0.00233605   -12.1008   -27.1575
## It.   90, RSS = 1.57159e-09, Par. = -1.31255e-05  0.00233841   -11.2486   -25.8632
## It.   91, RSS = 1.56236e-09, Par. =  1.15624e-05  0.00234307   -9.49374   -23.0271
## It.   92, RSS = 1.50489e-09, Par. =  2.13828e-05  0.00234497   -8.74277   -21.5019
## It.   93, RSS = 1.47997e-09, Par. =  4.28504e-05  0.00234853   -7.17833   -18.5457
## It.   94, RSS = 1.39872e-09, Par. =  6.04485e-05  0.00235132   -5.80926   -15.4944
## It.   95, RSS = 1.32886e-09, Par. =  6.81795e-05  0.00235243   -5.20934    -13.981
## It.   96, RSS = 1.25928e-09, Par. =  8.25599e-05  0.00235434   -4.10482   -11.3081
## It.    0, RSS = 3.65743e-08, Par. =     0.0001     0.0002         -2         10
## It.    1, RSS = 1.68959e-08, Par. = -0.00199137  0.000202771   -16.6231    73.5535
## It.    2, RSS = 5.95649e-09, Par. = -0.0020043  0.000193132   -17.9885    72.5527
## It.    3, RSS = 4.7618e-09, Par. = -0.0020523  0.000213565   -19.6853    69.2463
## It.    4, RSS = 4.45588e-09, Par. = -0.00216187  0.000265004   -20.6738    62.5189
## It.    5, RSS = 2.52769e-09, Par. = -0.00222378  0.000293194    -20.563    60.3922
## It.    6, RSS = 2.37465e-09, Par. = -0.00238829  0.000343933   -20.6644    55.6678
## It.    7, RSS = 1.63447e-09, Par. = -0.0024759  0.000371239   -20.5428    54.2263
## It.    8, RSS = 1.58245e-09, Par. = -0.00236972  0.000419549   -22.5143    53.9922
## It.    9, RSS = 1.56699e-09, Par. = -0.00234539  0.00042958   -22.9557    53.8436
## It.   10, RSS = 1.56513e-09, Par. = -0.00231014  0.000436163   -23.3501    53.8368
## It.   11, RSS = 1.56422e-09, Par. = -0.00223843  0.000448306   -24.1215     53.811
## It.   12, RSS = 1.55975e-09, Par. = -0.00220752  0.000454283   -24.4874    53.7307
## It.   13, RSS = 1.55859e-09, Par. = -0.00214377  0.000465807   -25.1932    53.5744
## It.   14, RSS = 1.55517e-09, Par. = -0.00208804  0.000476965   -25.8584    53.3512
## It.   15, RSS = 1.55267e-09, Par. = -0.00203111  0.000489239   -26.5746    53.0663
## It.   16, RSS = 1.54953e-09, Par. = -0.00198123  0.000501028   -27.2459    52.7466
## It.   17, RSS = 1.54712e-09, Par. = -0.00193134  0.000513617   -27.9484    52.3669
## It.   18, RSS = 1.54435e-09, Par. = -0.00188718  0.000525713   -28.6068     51.959
## It.   19, RSS = 1.54195e-09, Par. = -0.00184736  0.000537348   -29.2259     51.532
## It.   20, RSS = 1.54003e-09, Par. = -0.00180514  0.000550335   -29.9037     51.021
## It.   21, RSS = 1.53769e-09, Par. = -0.00176745  0.00056284   -30.5384     50.488
## It.   22, RSS = 1.53564e-09, Par. = -0.00173313  0.000574888   -31.1349    49.9416
## It.   23, RSS = 1.53414e-09, Par. = -0.00171634  0.000581329   -31.4428    49.6296
## It.   24, RSS = 1.53294e-09, Par. = -0.00168247  0.000593787   -32.0423    49.0225
## It.   25, RSS = 1.53113e-09, Par. = -0.00165215  0.000605867   -32.6049    48.3961
## It.   26, RSS = 1.52979e-09, Par. = -0.00163501  0.000613202   -32.9346    47.9967
## It.   27, RSS = 1.52871e-09, Par. = -0.00160088  0.000627406    -33.574    47.2124
## It.   28, RSS = 1.52685e-09, Par. = -0.00157043  0.000641153   -34.1682    46.4099
## It.   29, RSS = 1.52552e-09, Par. = -0.00155533  0.000648531   -34.4729    45.9593
## It.   30, RSS = 1.52446e-09, Par. = -0.00152477  0.000662808    -35.066    45.0777
## It.   31, RSS = 1.52284e-09, Par. = -0.00149714  0.000676645   -35.6165     44.184
## It.   32, RSS = 1.52165e-09, Par. = -0.00148126  0.000685093   -35.9375    43.6187
## It.   33, RSS = 1.52069e-09, Par. = -0.0014495  0.000701453   -36.5587     42.506
## It.   34, RSS = 1.51899e-09, Par. = -0.00142082  0.000717278   -37.1272    41.3841
## It.   35, RSS = 1.51779e-09, Par. = -0.00140629  0.00072584   -37.4165    40.7567
## It.   36, RSS = 1.51682e-09, Par. = -0.00137677  0.000742402   -37.9783    39.5239
## It.   37, RSS = 1.51533e-09, Par. = -0.00134976  0.000758452   -38.4895    38.2875
## It.   38, RSS = 1.51422e-09, Par. = -0.00133379  0.000768384   -38.7856    37.5009
## It.   39, RSS = 1.51332e-09, Par. = -0.00130175  0.000787607   -39.3548    35.9495
## It.   40, RSS = 1.5117e-09, Par. = -0.00127239  0.000806201   -39.8593    34.3992
## It.   41, RSS = 1.51056e-09, Par. = -0.00125694  0.000816473   -40.1121    33.5208
## It.   42, RSS = 1.50962e-09, Par. = -0.0012255  0.000836317    -40.599    31.7884
## It.   43, RSS = 1.50812e-09, Par. = -0.00119629  0.000855549   -41.0201    30.0622
## It.   44, RSS = 1.50702e-09, Par. =  -0.001178  0.000867941   -41.2601    28.9246
## It.   45, RSS = 1.5061e-09, Par. = -0.00114117  0.00089188   -41.7095    26.6746
## It.   46, RSS = 1.50432e-09, Par. = -0.00110688  0.000915036   -42.0656    24.4399
## It.   47, RSS = 1.5031e-09, Par. = -0.00108688  0.000928885   -42.2325    23.0757
## It.   48, RSS = 1.50203e-09, Par. = -0.00104614  0.000955543   -42.5344    20.3731
## It.   49, RSS = 1.50012e-09, Par. = -0.0010077  0.000981381   -42.7199    17.6944
## It.   50, RSS = 1.49865e-09, Par. = -0.000977085  0.0010019   -42.7894    15.5197
## It.   51, RSS = 1.4974e-09, Par. = -0.000915478  0.00104129   -42.8302    11.2054
## It.   52, RSS = 1.49392e-09, Par. = -0.000857038  0.00107935   -42.5964    6.95723
## It.   53, RSS = 1.49104e-09, Par. = -0.000738808  0.00115132   -41.7092   -1.42382
## It.   54, RSS = 1.48828e-09, Par. = -0.00071903  0.00116911   -41.1313   -3.04572
## It.   55, RSS = 1.4857e-09, Par. = -0.000664744  0.00119852    -40.213   -6.63796
## It.   56, RSS = 1.48425e-09, Par. = -0.000641601  0.00121172   -39.6814     -8.135
## It.   57, RSS = 1.48246e-09, Par. = -0.000592085  0.00123675   -38.5922   -11.2262
## It.   58, RSS = 1.48094e-09, Par. = -0.000541223  0.00126224   -37.2597   -14.2451
## It.   59, RSS = 1.47827e-09, Par. = -0.000495829  0.0012842   -35.9006    -16.743
## It.   60, RSS = 1.4765e-09, Par. = -0.000447408  0.0013064   -34.3168   -19.2062
## It.   61, RSS = 1.47308e-09, Par. = -0.000404256  0.00132559   -32.7436   -21.1636
## It.   62, RSS = 1.47008e-09, Par. = -0.000362133  0.00134342   -31.0899   -22.8545
## It.   63, RSS = 1.46691e-09, Par. = -0.000321291  0.00136007   -29.3608   -24.2489
## It.   64, RSS = 1.46333e-09, Par. = -0.000281772  0.00137558   -27.5677   -25.3344
## It.   65, RSS = 1.45925e-09, Par. = -0.000243628  0.00138999   -25.7215   -26.1001
## It.   66, RSS = 1.45452e-09, Par. = -0.000206905  0.00140335   -23.8336   -26.5365
## It.   67, RSS = 1.44898e-09, Par. = -0.000171643  0.00141568   -21.9154   -26.6358
## It.   68, RSS = 1.4424e-09, Par. = -0.000137884   0.001427   -19.9784   -26.3918
## It.   69, RSS = 1.43445e-09, Par. = -0.000105664  0.00143734   -18.0346   -25.8004
## It.   70, RSS = 1.42472e-09, Par. = -7.50154e-05  0.00144668    -16.096   -24.8597
## It.   71, RSS = 1.41263e-09, Par. = -4.59722e-05  0.00145506   -14.1748     -23.57
## It.   72, RSS = 1.39735e-09, Par. = -1.85656e-05  0.00146246   -12.2833   -21.9336
## It.   73, RSS = 1.37766e-09, Par. =  7.17158e-06  0.00146891   -10.4338   -19.9552
## It.   74, RSS = 1.34959e-09, Par. =  3.07229e-05  0.00147443   -8.67401   -17.6836
## It.   75, RSS = 1.30983e-09, Par. =  5.15433e-05  0.00147907    -7.0606    -15.222
## It.   76, RSS = 1.26075e-09, Par. =  6.99638e-05  0.00148288   -5.58546   -12.6179
## It.   77, RSS = 1.20272e-09, Par. =  8.64652e-05  0.00148615   -4.21659   -9.85139
## It.   78, RSS = 1.13255e-09, Par. =  0.000100145  0.00148936   -3.03036   -7.10439
## It.   79, RSS = 1.08795e-09, Par. =  0.000105616  0.0016062    -2.5423   -6.04527
## It.   80, RSS = 1.0781e-09, Par. =  0.000107179  0.00183915   -2.41507   -6.06246
## It.   81, RSS = 1.07179e-09, Par. =  0.000107831  0.00207862   -2.36106   -6.21075
## It.   82, RSS = 1.06906e-09, Par. =  0.00010814  0.00231808    -2.3371   -6.40921
## It.   83, RSS = 1.06748e-09, Par. =  0.00010829  0.00255753   -2.32658   -6.61944
## It.   84, RSS = 1.06638e-09, Par. =  0.000108365  0.00279699   -2.32246   -6.82665
## It.   85, RSS = 1.06555e-09, Par. =  0.000108401  0.00303645   -2.32143   -7.02495
## It.   86, RSS = 1.06488e-09, Par. =  0.000108418  0.00327591   -2.32187   -7.21231
## It.   87, RSS = 1.06437e-09, Par. =  0.00010843  0.00344561   -2.32182   -7.33196
## It.   88, RSS = 1.06402e-09, Par. =  0.000108425  0.00375197   -2.32454   -7.55665
## It.   89, RSS = 1.0635e-09, Par. =  0.000108418  0.00409138   -2.32701    -7.7775
## It.   90, RSS = 1.06297e-09, Par. =  0.000108413  0.0044308   -2.32896   -7.97738
## It.   91, RSS = 1.06254e-09, Par. =  0.000108409  0.00477022   -2.33062   -8.16182
## It.   92, RSS = 1.06218e-09, Par. =  0.000108406  0.00510964   -2.33206   -8.33307
## It.   93, RSS = 1.06186e-09, Par. =  0.000108403  0.00544906   -2.33333   -8.49292
## It.   94, RSS = 1.06162e-09, Par. =  0.000108403  0.00568029   -2.33384   -8.59227
## It.   95, RSS = 1.06145e-09, Par. =  0.000108397  0.00610583   -2.33552   -8.77775
## It.   96, RSS = 1.06119e-09, Par. =  0.000108392  0.00656828   -2.33695   -8.95962
## It.    0, RSS = 3.61471e-08, Par. =     0.0001     0.0002         -2         10
## It.    1, RSS = 1.63238e-08, Par. = -0.0020379  0.000204379   -17.2681    75.6213
## It.    2, RSS = 6.1689e-09, Par. = -0.00205009  0.000195295   -18.5099    74.6937
## It.    3, RSS = 4.80996e-09, Par. = -0.00209524  0.000213351   -20.1876    71.6006
## It.    4, RSS = 4.30933e-09, Par. = -0.00219631  0.000260835   -21.2371    65.3998
## It.    5, RSS = 2.72924e-09, Par. = -0.0023193  0.000310556   -21.2995    60.4546
## It.    6, RSS = 2.06368e-09, Par. = -0.00239319  0.000335165   -21.2223    58.7229
## It.    7, RSS = 1.97097e-09, Par. = -0.00255741  0.000382469   -21.2875    55.3508
## It.    8, RSS = 1.71567e-09, Par. = -0.0024351  0.000423515   -23.0202    55.4393
## It.    9, RSS = 1.69013e-09, Par. = -0.00241113  0.000431337   -23.4155    55.3327
## It.   10, RSS = 1.68856e-09, Par. = -0.00233836  0.000443524   -24.1921    55.3611
## It.   11, RSS = 1.68502e-09, Par. = -0.00226352  0.000456401    -25.013    55.2799
## It.   12, RSS = 1.68046e-09, Par. = -0.00219511  0.000468859   -25.7845    55.0946
## It.   13, RSS = 1.6772e-09, Par. = -0.0021254  0.000482244   -26.5927    54.8127
## It.   14, RSS = 1.67281e-09, Par. = -0.00206531  0.000495075   -27.3461    54.4836
## It.   15, RSS = 1.66978e-09, Par. = -0.00200525  0.000508868   -28.1385    54.0815
## It.   16, RSS =  1.666e-09, Par. = -0.00195282  0.000522085   -28.8774    53.6413
## It.   17, RSS = 1.66324e-09, Par. = -0.00190026  0.000536238   -29.6506    53.1235
## It.   18, RSS = 1.65993e-09, Par. = -0.00185392  0.000549815   -30.3713    52.5749
## It.   19, RSS = 1.65741e-09, Par. = -0.00180735  0.000564302   -31.1215    51.9448
## It.   20, RSS = 1.6545e-09, Par. = -0.00176589  0.000578216   -31.8202    51.2905
## It.   21, RSS = 1.65198e-09, Par. = -0.00172829  0.000591599   -32.4736    50.6211
## It.   22, RSS = 1.64995e-09, Par. = -0.00168825  0.000606512   -33.1839    49.8348
## It.   23, RSS = 1.64749e-09, Par. = -0.00165225  0.000620873   -33.8444    49.0314
## It.   24, RSS = 1.64534e-09, Par. = -0.00161923  0.000634711   -34.4611    48.2192
## It.   25, RSS = 1.64376e-09, Par. = -0.00160288  0.000642149   -34.7782    47.7612
## It.   26, RSS = 1.64249e-09, Par. = -0.00156977  0.000656535   -35.3956    46.8653
## It.   27, RSS = 1.64056e-09, Par. = -0.00153991  0.000670491   -35.9693    45.9542
## It.   28, RSS = 1.63913e-09, Par. = -0.00152281  0.000679014   -36.3038    45.3769
## It.   29, RSS = 1.63797e-09, Par. = -0.00148862  0.00069552   -36.9515    44.2405
## It.   30, RSS = 1.63595e-09, Par. = -0.00145784  0.000711504   -37.5451    43.0916
## It.   31, RSS = 1.63452e-09, Par. = -0.00144231  0.000720161   -37.8473    42.4479
## It.   32, RSS = 1.63336e-09, Par. = -0.00141075  0.000736902   -38.4344    41.1835
## It.   33, RSS = 1.63157e-09, Par. = -0.00138196  0.000753141   -38.9694    39.9128
## It.   34, RSS = 1.63026e-09, Par. =  -0.001365  0.000763207   -39.2799    39.1031
## It.   35, RSS = 1.62918e-09, Par. = -0.00133095  0.000782687    -39.877    37.5055
## It.   36, RSS = 1.62724e-09, Par. = -0.00129987  0.000801553   -40.4073    35.9065
## It.   37, RSS = 1.62589e-09, Par. = -0.00128359  0.000811978   -40.6734    35.0003
## It.   38, RSS = 1.62477e-09, Par. = -0.00125046  0.000832115    -41.186    33.2132
## It.   39, RSS = 1.62298e-09, Par. = -0.00121979  0.000851654   -41.6307    31.4305
## It.   40, RSS = 1.62166e-09, Par. = -0.00120065  0.000864267   -41.8853    30.2541
## It.   41, RSS = 1.62057e-09, Par. = -0.0011621  0.000888635   -42.3628    27.9271
## It.   42, RSS = 1.61846e-09, Par. = -0.00112637  0.000912238   -42.7438    25.6139
## It.   43, RSS =  1.617e-09, Par. = -0.00110568  0.000926337   -42.9237    24.2051
## It.   44, RSS = 1.61574e-09, Par. = -0.0010635  0.000953475   -43.2509    21.4142
## It.   45, RSS = 1.61348e-09, Par. = -0.00102388  0.000979821   -43.4588    18.6468
## It.   46, RSS = 1.61175e-09, Par. = -0.000992628  0.00100065   -43.5438    16.4127
## It.   47, RSS = 1.61027e-09, Par. = -0.000929749  0.00104069    -43.615    11.9792
## It.   48, RSS = 1.60621e-09, Par. = -0.000870475  0.00107947   -43.4086    7.61543
## It.   49, RSS = 1.60308e-09, Par. = -0.000750838  0.00115295   -42.5723  -0.995392
## It.   50, RSS = 1.59958e-09, Par. = -0.000724965  0.00117478   -41.9103   -3.10223
## It.   51, RSS =  1.596e-09, Par. = -0.000657335  0.0012121   -40.7665   -7.66347
## It.   52, RSS = 1.59421e-09, Par. = -0.000642167  0.00122208   -40.3472    -8.6704
## It.   53, RSS = 1.59236e-09, Par. = -0.000607622  0.00123993   -39.5704   -10.8613
## It.   54, RSS = 1.59043e-09, Par. = -0.000575378  0.00125648   -38.7528   -12.8369
## It.   55, RSS = 1.5885e-09, Par. = -0.000547402  0.00127049   -37.9806   -14.4819
## It.   56, RSS = 1.5884e-09, Par. = -0.00048926  0.00129822   -36.3016   -17.7816
## It.   57, RSS = 1.5825e-09, Par. = -0.000463548  0.00131134   -35.3714   -19.0546
## It.   58, RSS = 1.58035e-09, Par. = -0.000443436  0.00132052   -34.6584    -20.019
## It.   59, RSS = 1.57916e-09, Par. = -0.000401578  0.00133868   -33.1492    -21.968
## It.   60, RSS = 1.57568e-09, Par. = -0.000363169  0.00135542   -31.6046   -23.5131
## It.   61, RSS = 1.57174e-09, Par. = -0.000325737  0.00137108   -30.0001   -24.8103
## It.   62, RSS = 1.56741e-09, Par. = -0.000289436  0.00138575   -28.3415   -25.8437
## It.   63, RSS = 1.56252e-09, Par. = -0.000254294  0.00139945   -26.6373   -26.6052
## It.   64, RSS = 1.55695e-09, Par. = -0.00022034  0.00141221   -24.8963   -27.0881
## It.   65, RSS = 1.55054e-09, Par. = -0.000187603  0.00142406   -23.1271   -27.2866
## It.   66, RSS = 1.54309e-09, Par. = -0.000156107  0.00143501   -21.3385   -27.1964
## It.   67, RSS = 1.53433e-09, Par. = -0.000125876  0.00144509   -19.5392   -26.8139
## It.   68, RSS = 1.5239e-09, Par. = -9.69311e-05  0.00145431   -17.7383   -26.1371
## It.   69, RSS = 1.51134e-09, Par. = -6.9294e-05  0.00146267   -15.9449   -25.1653
## It.   70, RSS = 1.49597e-09, Par. = -4.29853e-05  0.00147018   -14.1679   -23.8991
## It.   71, RSS = 1.47686e-09, Par. = -1.80265e-05  0.00147686   -12.4167   -22.3403
## It.   72, RSS = 1.45265e-09, Par. =  5.55899e-06  0.00148272   -10.7005   -20.4919
## It.   73, RSS = 1.42088e-09, Par. =  2.75985e-05  0.00148778   -9.03937   -18.3707
## It.   74, RSS = 1.37643e-09, Par. =  4.72506e-05  0.00149208    -7.5061   -16.0791
## It.   75, RSS = 1.32057e-09, Par. =  6.48064e-05  0.00149566    -6.0951   -13.6633
## It.   76, RSS = 1.2668e-09, Par. =  7.13507e-05  0.00149697   -5.54555   -12.5123
## It.   77, RSS = 1.21646e-09, Par. =  8.42059e-05  0.00149927   -4.49719   -10.4897
## It.   78, RSS = 1.15685e-09, Par. =  9.08026e-05  0.0015005   -3.90518   -9.10865
## It.   79, RSS = 1.09126e-09, Par. =  0.000103931  0.00150296    -2.7796   -6.55477
## It.   80, RSS = 1.01816e-09, Par. =  0.000111174  0.00161817   -2.05923   -4.79319
## It.   81, RSS = 9.85589e-10, Par. =  0.000112671  0.00185544   -1.92876    -4.6725
## It.   82, RSS = 9.78004e-10, Par. =  0.000113283  0.0020073   -1.87475   -4.64886
## It.   83, RSS = 9.77906e-10, Par. =  0.00011353  0.00231105    -1.8566   -4.89611
## It.   84, RSS = 9.74692e-10, Par. =  0.000113659  0.00246294   -1.84456   -4.96366
## It.   85, RSS = 9.7424e-10, Par. =  0.000113708  0.0027667   -1.84327   -5.20107
## It.   86, RSS = 9.72933e-10, Par. =  0.000113725  0.00307047   -1.84356   -5.40386
## It.   87, RSS = 9.71978e-10, Par. =  0.00011373  0.00337425   -1.84484   -5.59085
## It.   88, RSS = 9.71234e-10, Par. =  0.000113728  0.00367802   -1.84647   -5.76322
## It.   89, RSS = 9.70633e-10, Par. =  0.000113723  0.0039818   -1.84816   -5.92249
## It.   90, RSS = 9.70184e-10, Par. =  0.00011372  0.00418731   -1.84902   -6.01935
## It.   91, RSS = 9.69868e-10, Par. =  0.000113712  0.00455879    -1.8512   -6.19697
## It.   92, RSS = 9.6942e-10, Par. =  0.000113703  0.0049698   -1.85317   -6.37143
## It.   93, RSS = 9.68972e-10, Par. =  0.000113695  0.00538081   -1.85479   -6.52969
## It.   94, RSS = 9.68602e-10, Par. =  0.000113689  0.00579182   -1.85617   -6.67583
## It.   95, RSS = 9.6829e-10, Par. =  0.000113683  0.00620284   -1.85737   -6.81158
## It.   96, RSS = 9.68657e-10, Par. =  0.000113683  0.00620284   -1.85737   -6.81158
## It.    0, RSS = 3.40033e-08, Par. =     0.0001     0.0002         -2         10
## It.    1, RSS = 1.41932e-08, Par. = -0.00190074  0.000208023   -17.1494    71.8542
## It.    2, RSS = 5.59864e-09, Par. = -0.00191687  0.0001996   -18.3568    70.6989
## It.    3, RSS = 4.73781e-09, Par. = -0.00196759  0.00022092   -19.6259     67.447
## It.    4, RSS = 4.39326e-09, Par. = -0.00207869  0.000270212   -20.4547    60.9022
## It.    5, RSS = 2.66616e-09, Par. = -0.00214124  0.000297202   -20.3401    58.9043
## It.    6, RSS = 2.41883e-09, Par. = -0.00230455  0.000345961   -20.4139    54.4953
## It.    7, RSS = 1.89821e-09, Par. = -0.0024143  0.000402933   -20.9955    52.0836
## It.    8, RSS = 1.79232e-09, Par. = -0.00222858  0.000436571   -22.8702    52.4991
## It.    9, RSS = 1.77468e-09, Par. = -0.00206448  0.000467296   -24.7624    52.1941
## It.   10, RSS = 1.67215e-09, Par. = -0.00200156  0.000484003   -25.6815    51.7076
## It.   11, RSS = 1.66742e-09, Par. = -0.00198893  0.000488068   -25.8854    51.5751
## It.   12, RSS = 1.66549e-09, Par. = -0.00195731  0.000495428    -26.291    51.3741
## It.   13, RSS = 1.6642e-09, Par. = -0.00189771  0.000509534   -27.0744    50.9591
## It.   14, RSS = 1.65971e-09, Par. = -0.00184742  0.000523105   -27.8011    50.4905
## It.   15, RSS = 1.6567e-09, Par. = -0.00179508  0.000538214    -28.589    49.9211
## It.   16, RSS = 1.65272e-09, Par. = -0.00174944  0.000552666   -29.3182     49.319
## It.   17, RSS = 1.64975e-09, Par. = -0.00170341  0.000568155   -30.0786    48.6254
## It.   18, RSS = 1.6463e-09, Par. = -0.00166271  0.000582984   -30.7819    47.9084
## It.   19, RSS = 1.64359e-09, Par. = -0.00162153  0.000598807   -31.5106    47.0966
## It.   20, RSS = 1.64055e-09, Par. = -0.00158471  0.000613976   -32.1838    46.2683
## It.   21, RSS = 1.63793e-09, Par. = -0.00155114  0.000628542   -32.8086    45.4316
## It.   22, RSS = 1.63601e-09, Par. = -0.00153436  0.00063647   -33.1329    44.9528
## It.   23, RSS = 1.63448e-09, Par. = -0.00150038  0.000651764   -33.7625    44.0173
## It.   24, RSS = 1.63213e-09, Par. = -0.00146997  0.000666557   -34.3432    43.0665
## It.   25, RSS = 1.6304e-09, Par. = -0.00145244  0.000675673   -34.6835    42.4577
## It.   26, RSS = 1.62902e-09, Par. = -0.00141737  0.00069328   -35.3399    41.2606
## It.   27, RSS = 1.62656e-09, Par. = -0.00138601  0.000710276   -35.9355    40.0519
## It.   28, RSS = 1.62483e-09, Par. = -0.00136992  0.00071964   -36.2419    39.3626
## It.   29, RSS = 1.62344e-09, Par. = -0.00133723  0.000737701    -36.835    38.0091
## It.   30, RSS = 1.62126e-09, Par. = -0.00130755  0.000755167   -37.3685    36.6511
## It.   31, RSS = 1.61966e-09, Par. = -0.00128987  0.000766105    -37.678     35.776
## It.   32, RSS = 1.61837e-09, Par. = -0.00125436  0.000787214     -38.27    34.0507
## It.   33, RSS =  1.616e-09, Par. = -0.00122206  0.000807593    -38.785    32.3272
## It.   34, RSS = 1.61435e-09, Par. = -0.00120461  0.000819173   -39.0454    31.3224
## It.   35, RSS = 1.61299e-09, Par. = -0.00116907  0.000841472   -39.5428     29.341
## It.   36, RSS = 1.61074e-09, Par. = -0.00113625  0.000863043   -39.9583    27.3687
## It.   37, RSS = 1.6091e-09, Par. = -0.00111507  0.000877366   -40.1929    26.0286
## It.   38, RSS = 1.60774e-09, Par. = -0.00107237  0.000904939   -40.6219    23.3779
## It.   39, RSS = 1.60495e-09, Par. = -0.00103279  0.000931565   -40.9279    20.7497
## It.   40, RSS = 1.60305e-09, Par. = -0.00100733  0.000949004   -41.0609    18.9921
## It.   41, RSS = 1.60135e-09, Par. = -0.000955543  0.000982421   -41.2706    15.5075
## It.   42, RSS = 1.59789e-09, Par. = -0.000906843  0.00101475   -41.2936    12.0655
## It.   43, RSS = 1.59702e-09, Par. = -0.00080967  0.00107614   -41.0611    5.27375
## It.   44, RSS = 1.5903e-09, Par. = -0.000766694  0.00110678   -40.5351    2.00736
## It.   45, RSS = 1.58469e-09, Par. = -0.000669566  0.00116312    -39.373   -4.60759
## It.   46, RSS =  1.583e-09, Par. = -0.000653498  0.00117624   -38.8848   -5.76767
## It.   47, RSS = 1.58045e-09, Par. = -0.000612133  0.00119816   -38.0692    -8.3907
## It.   48, RSS = 1.57813e-09, Par. = -0.000579253  0.00121553    -37.304   -10.4064
## It.   49, RSS = 1.57782e-09, Par. = -0.000510519  0.00124961   -35.6109   -14.4623
## It.   50, RSS = 1.57091e-09, Par. = -0.000480534  0.00126567   -34.6187   -16.0326
## It.   51, RSS = 1.5682e-09, Par. = -0.000459685  0.0012755    -33.944   -17.0725
## It.   52, RSS = 1.56639e-09, Par. = -0.000416155  0.00129479   -32.5182   -19.1961
## It.   53, RSS = 1.56265e-09, Par. = -0.000376166  0.00131256   -31.0401   -20.9166
## It.   54, RSS = 1.55832e-09, Par. = -0.000337177  0.00132916   -29.4928   -22.3875
## It.   55, RSS = 1.55357e-09, Par. = -0.000299358  0.00134469   -27.8828    -23.592
## It.   56, RSS = 1.54822e-09, Par. = -0.000262746  0.00135917   -26.2195   -24.5205
## It.   57, RSS = 1.54212e-09, Par. = -0.000227379  0.00137266   -24.5122   -25.1645
## It.   58, RSS = 1.53511e-09, Par. = -0.000193292  0.00138517   -22.7702   -25.5168
## It.   59, RSS = 1.52694e-09, Par. = -0.000160515  0.00139673   -21.0032   -25.5717
## It.   60, RSS = 1.51733e-09, Par. = -0.00012908  0.00140737   -19.2207   -25.3245
## It.   61, RSS = 1.50587e-09, Par. = -9.90115e-05  0.00141709   -17.4325   -24.7722
## It.   62, RSS = 1.49202e-09, Par. = -7.0337e-05  0.00142591   -15.6485   -23.9135
## It.   63, RSS = 1.47503e-09, Par. = -4.3081e-05  0.00143383   -13.8788   -22.7484
## It.   64, RSS = 1.45384e-09, Par. = -1.72687e-05  0.00144086   -12.1333   -21.2787
## It.   65, RSS = 1.42691e-09, Par. =  7.07362e-06  0.00144703   -10.4223   -19.5076
## It.   66, RSS = 1.39174e-09, Par. =  2.98514e-05  0.00145233   -8.76049   -17.4449
## It.   67, RSS = 1.34171e-09, Par. =  5.00435e-05  0.00145682   -7.23171    -15.201
## It.   68, RSS = 1.27908e-09, Par. =  6.79868e-05  0.00146055    -5.8301   -12.8293
## It.   69, RSS = 1.21599e-09, Par. =  7.54435e-05  0.00146206   -5.22145   -11.5769
## It.   70, RSS = 1.1593e-09, Par. =  8.93846e-05  0.00146463     -4.112    -9.4332
## It.   71, RSS = 1.09846e-09, Par. =  9.42921e-05  0.00146561   -3.66731   -8.33628
## It.   72, RSS = 1.03393e-09, Par. =  0.000104679  0.00146762   -2.80326   -6.39484
## It.   73, RSS = 9.88432e-10, Par. =  0.000111639  0.00155987   -2.15371   -4.88939
## It.   74, RSS = 9.64064e-10, Par. =  0.000112879  0.00174372   -2.04161   -4.79001
## It.   75, RSS = 9.59967e-10, Par. =  0.000113367  0.00187176    -2.0016   -4.81793
## It.   76, RSS = 9.59598e-10, Par. =  0.000113527  0.00212785   -1.99271    -5.0884
## It.   77, RSS = 9.57229e-10, Par. =  0.000113606  0.0022559   -1.98632   -5.17795
## It.   78, RSS = 9.56693e-10, Par. =  0.000113618   0.002512   -1.98909   -5.42894
## It.   79, RSS = 9.55531e-10, Par. =  0.000113614  0.0027681   -1.99202   -5.64406
## It.   80, RSS = 9.54644e-10, Par. =  0.000113604  0.00302421   -1.99504   -5.84119
## It.   81, RSS = 9.53935e-10, Par. =  0.000113593  0.00328033   -1.99787   -6.02236
## It.   82, RSS = 9.53351e-10, Par. =  0.000113582  0.00353645   -2.00043   -6.18961
## It.   83, RSS = 9.52908e-10, Par. =  0.000113575  0.00371851   -2.00187   -6.29734
## It.   84, RSS = 9.52591e-10, Par. =  0.000113562  0.0040472   -2.00488    -6.4922
## It.   85, RSS = 9.52127e-10, Par. =  0.000113549  0.00441132   -2.00753   -6.68353
## It.   86, RSS = 9.51657e-10, Par. =  0.000113538  0.00477545   -2.00969   -6.85684
## It.   87, RSS = 9.51269e-10, Par. =  0.00011353  0.00513958   -2.01152   -7.01677
## It.   88, RSS = 9.50942e-10, Par. =  0.000113522  0.00550371    -2.0131   -7.16524
## It.   89, RSS = 9.50662e-10, Par. =  0.000113516  0.00586784   -2.01449   -7.30379
## It.   90, RSS = 9.50448e-10, Par. =  0.000113512  0.00611306   -2.01523   -7.38943
## It.   91, RSS = 9.50288e-10, Par. =  0.000113505  0.00656489   -2.01676   -7.54785
## It.   92, RSS = 9.50053e-10, Par. =  0.000113498  0.00705531   -2.01813   -7.70336
## It.   93, RSS = 9.49818e-10, Par. =  0.000113493  0.00754574   -2.01928   -7.84694
## It.   94, RSS = 9.49617e-10, Par. =  0.000113488  0.00803617   -2.02028   -7.98115
## It.   95, RSS = 9.49442e-10, Par. =  0.000113484  0.0085266   -2.02116   -8.10714
## It.   96, RSS = 9.4929e-10, Par. =  0.00011348  0.00901702   -2.02194   -8.22588
## It.    0, RSS = 3.21698e-08, Par. =     0.0001     0.0002         -2         10
## It.    1, RSS = 1.33445e-08, Par. = -0.00188833  0.000205565   -16.7385    71.5366
## It.    2, RSS = 4.61189e-09, Par. = -0.00190585  0.000197133   -18.1686    70.2597
## It.    3, RSS = 3.94398e-09, Par. = -0.00195968  0.00022198   -19.4938    66.7966
## It.    4, RSS =  3.117e-09, Par. = -0.00201085  0.000246666   -19.8017     63.792
## It.    5, RSS = 2.95696e-09, Par. = -0.00212777  0.000294454   -20.1391    57.6363
## It.    6, RSS = 1.73739e-09, Par. = -0.00219664  0.000320246   -20.0165    55.9644
## It.    7, RSS = 1.53429e-09, Par. = -0.00228099  0.000343752   -20.0103    54.1839
## It.    8, RSS = 1.43836e-09, Par. = -0.00227843  0.000393791   -21.4308    52.9212
## It.    9, RSS = 1.39066e-09, Par. = -0.0022219  0.000407909   -22.1213     52.968
## It.   10, RSS = 1.38806e-09, Par. = -0.00220256  0.000411793   -22.3634     52.962
## It.   11, RSS = 1.38571e-09, Par. = -0.00215961  0.000418878   -22.8393    52.9876
## It.   12, RSS = 1.38316e-09, Par. = -0.00212042  0.000425532   -23.2836     52.971
## It.   13, RSS = 1.3826e-09, Par. = -0.00204466  0.00043846   -24.1384    52.8857
## It.   14, RSS = 1.37647e-09, Par. = -0.00201292  0.000444826   -24.5399    52.7603
## It.   15, RSS = 1.3753e-09, Par. = -0.00194779  0.000457049   -25.3108    52.5255
## It.   16, RSS = 1.37097e-09, Par. = -0.00189308  0.000468799   -26.0301    52.2307
## It.   17, RSS = 1.36808e-09, Par. = -0.00183656  0.000481877   -26.8125    51.8566
## It.   18, RSS = 1.36423e-09, Par. = -0.00178764  0.000494391   -27.5401    51.4425
## It.   19, RSS = 1.36139e-09, Par. = -0.00173858  0.000507829   -28.3034    50.9519
## It.   20, RSS = 1.35806e-09, Par. = -0.00169556  0.000520694    -29.013    50.4304
## It.   21, RSS = 1.35548e-09, Par. = -0.00165227  0.000534452   -29.7534    49.8283
## It.   22, RSS = 1.35255e-09, Par. = -0.00161392  0.000547641   -30.4413    49.2022
## It.   23, RSS = 1.3502e-09, Par. = -0.00157523  0.000561693   -31.1551    48.4923
## It.   24, RSS = 1.34761e-09, Par. = -0.0015406  0.00057518   -31.8178    47.7647
## It.   25, RSS = 1.34535e-09, Par. = -0.00150905  0.000588142   -32.4356    47.0271
## It.   26, RSS = 1.34369e-09, Par. = -0.00149257  0.000595494   -32.7717     46.586
## It.   27, RSS = 1.34236e-09, Par. = -0.00145941  0.000609685   -33.4236    45.7234
## It.   28, RSS = 1.34022e-09, Par. = -0.0014299  0.000623401   -34.0263    44.8426
## It.   29, RSS = 1.33867e-09, Par. = -0.00141378  0.00063147   -34.3643    44.3019
## It.   30, RSS = 1.33743e-09, Par. = -0.0013814  0.000647054   -35.0183    43.2408
## It.   31, RSS = 1.33535e-09, Par. = -0.00135245  0.000662106    -35.617    42.1662
## It.   32, RSS = 1.33387e-09, Par. = -0.00133702  0.000670714   -35.9399    41.5285
## It.   33, RSS = 1.33267e-09, Par. = -0.00130584  0.000687331   -36.5647    40.2764
## It.   34, RSS = 1.33072e-09, Par. = -0.00127769  0.000703386   -37.1307    39.0167
## It.   35, RSS = 1.32932e-09, Par. = -0.00126187  0.000712947   -37.4453    38.2427
## It.   36, RSS = 1.32818e-09, Par. = -0.00122998  0.000731401   -38.0509     36.719
## It.   37, RSS = 1.32622e-09, Par. = -0.00120102  0.000749221   -38.5884    35.1938
## It.   38, RSS = 1.32484e-09, Par. = -0.00118494  0.00075963   -38.8748    34.2778
## It.   39, RSS = 1.3237e-09, Par. = -0.00115236  0.000779702   -39.4235    32.4724
## It.   40, RSS = 1.32177e-09, Par. = -0.00112246  0.000799095   -39.8959    30.6724
## It.   41, RSS = 1.32039e-09, Par. = -0.00110463  0.000811097   -40.1535    29.5307
## It.   42, RSS = 1.31925e-09, Par. = -0.00106856  0.000834222   -40.6381    27.2752
## It.   43, RSS = 1.31714e-09, Par. = -0.0010352  0.000856555   -41.0247     25.034
## It.   44, RSS = 1.31567e-09, Par. = -0.00101463  0.000870683   -41.2197    23.5842
## It.   45, RSS = 1.3144e-09, Par. = -0.000972863  0.000897834   -41.5695    20.7138
## It.   46, RSS = 1.31196e-09, Par. = -0.000933802  0.00092407   -41.7843    17.8706
## It.   47, RSS = 1.31016e-09, Par. = -0.000903829  0.000944207   -41.8623    15.6374
## It.   48, RSS = 1.30857e-09, Par. = -0.000843309  0.000982767   -41.9158    11.2068
## It.   49, RSS = 1.30447e-09, Par. = -0.000786146  0.00101998   -41.6753     6.8468
## It.   50, RSS = 1.30072e-09, Par. = -0.000670306  0.00109027   -40.7447   -1.75714
## It.   51, RSS = 1.29768e-09, Par. = -0.000652547  0.00110705   -40.1517   -3.31063
## It.   52, RSS = 1.29474e-09, Par. = -0.000601951  0.00113435    -39.226    -6.8061
## It.   53, RSS = 1.29289e-09, Par. = -0.000576082  0.00114878   -38.6025   -8.54498
## It.   54, RSS = 1.29084e-09, Par. = -0.000521007  0.00117639   -37.2861    -12.112
## It.   55, RSS = 1.28888e-09, Par. = -0.000470117  0.00120184   -35.7906   -15.1948
## It.   56, RSS = 1.28743e-09, Par. = -0.000415507  0.0012276   -33.9871    -18.221
## It.   57, RSS = 1.27938e-09, Par. = -0.000392184  0.00123897   -33.0601   -19.3129
## It.   58, RSS = 1.27714e-09, Par. = -0.000372868  0.0012473   -32.3124    -20.203
## It.   59, RSS = 1.27613e-09, Par. = -0.000332564  0.00126384   -30.7223   -21.9934
## It.   60, RSS = 1.27071e-09, Par. = -0.000314593  0.00127168   -29.9039   -22.6178
## It.   61, RSS = 1.27028e-09, Par. = -0.000275871  0.00128668   -28.1928   -23.9905
## It.   62, RSS = 1.26297e-09, Par. = -0.00025879  0.00129376   -27.3321   -24.3901
## It.   63, RSS = 1.26005e-09, Par. = -0.000241053  0.00130035   -26.4571   -24.8182
## It.   64, RSS = 1.25709e-09, Par. = -0.00022488  0.00130625   -25.6341    -25.145
## It.   65, RSS = 1.25669e-09, Par. = -0.00019098  0.00131816   -23.8795   -25.7407
## It.   66, RSS = 1.24689e-09, Par. = -0.000176205  0.00132374   -23.0245   -25.7661
## It.   67, RSS = 1.24687e-09, Par. = -0.00014399  0.00133442   -21.2143   -25.9201
## It.   68, RSS = 1.23406e-09, Par. = -0.000130139  0.00133938   -20.3495   -25.7223
## It.   69, RSS = 1.22909e-09, Par. = -0.000115237  0.00134409   -19.4406    -25.555
## It.   70, RSS = 1.2239e-09, Par. = -0.000102121  0.00134817   -18.6195   -25.3284
## It.   71, RSS = 1.22236e-09, Par. = -7.44023e-05  0.0013564   -16.8654   -24.7604
## It.   72, RSS = 1.20543e-09, Par. = -6.26839e-05  0.00136014   -16.0508   -24.2345
## It.   73, RSS = 1.20309e-09, Par. = -3.66515e-05  0.00136731   -14.2979   -23.2387
## It.   74, RSS = 1.18086e-09, Par. = -2.5859e-05  0.00137049   -13.5005   -22.5081
## It.   75, RSS = 1.17673e-09, Par. = -1.6122e-06  0.00137657   -11.7719   -21.0836
## It.   76, RSS = 1.14705e-09, Par. =  8.21825e-06  0.0013792   -11.0018   -20.1514
## It.   77, RSS = 1.13915e-09, Par. =  3.05358e-05  0.00138418   -9.32487   -18.3084
## It.   78, RSS = 1.09616e-09, Par. =  4.81701e-05  0.00138826   -7.89621   -16.2728
## It.   79, RSS = 1.06666e-09, Par. =  5.31406e-05  0.0013894   -7.48508   -15.5383
## It.   80, RSS = 1.04089e-09, Par. =  6.3628e-05  0.0013915   -6.63851   -14.2241
## It.   81, RSS = 1.01961e-09, Par. =  8.28078e-05  0.00139527   -5.03968   -11.4799
## It.   82, RSS = 9.24885e-10, Par. =  9.89579e-05  0.00139837   -3.56713   -8.30977
## It.   83, RSS = 8.11154e-10, Par. =  0.000107923  0.00140014   -2.74005   -6.21963
## It.   84, RSS = 7.8552e-10, Par. =  0.000113486  0.00148459   -2.23102   -5.09772
## It.   85, RSS = 7.73695e-10, Par. =  0.000114485  0.00166238   -2.13194   -5.07083
## It.   86, RSS = 7.70276e-10, Par. =  0.000114874  0.00177839   -2.09788   -5.11341
## It.   87, RSS = 7.70023e-10, Par. =  0.000114986  0.00201041   -2.09306    -5.3979
## It.   88, RSS = 7.68282e-10, Par. =  0.000115037  0.00212643   -2.08909   -5.49784
## It.   89, RSS = 7.67888e-10, Par. =  0.000115035  0.00235845    -2.0934   -5.75753
## It.   90, RSS = 7.67004e-10, Par. =  0.000115022  0.00259049   -2.09728   -5.98042
## It.   91, RSS = 7.6632e-10, Par. =  0.000115008  0.00282253    -2.1009   -6.18431
## It.   92, RSS = 7.6577e-10, Par. =  0.000114995  0.00305458   -2.10415   -6.37164
## It.   93, RSS = 7.65316e-10, Par. =  0.000114983  0.00328662   -2.10702   -6.54464
## It.   94, RSS = 7.64973e-10, Par. =  0.000114976  0.00344315   -2.10853   -6.65014
## It.   95, RSS = 7.64727e-10, Par. =  0.000114962  0.00372786   -2.11167   -6.84357
## It.    0, RSS = 3.03807e-08, Par. =     0.0001     0.0002         -2         10
## It.    1, RSS = 1.18475e-08, Par. = -0.00186492  0.000207565   -17.1302    71.7043
## It.    2, RSS = 4.46795e-09, Par. = -0.00190371  0.000210631    -19.405    69.0096
## It.    3, RSS = 3.69594e-09, Par. = -0.00199286  0.000252109   -20.4081    63.7905
## It.    4, RSS = 2.5993e-09, Par. = -0.0020961  0.00029496   -20.5282    59.0814
## It.    5, RSS = 2.0708e-09, Par. = -0.00215126  0.000314486   -20.4707    57.6246
## It.    6, RSS = 1.87912e-09, Par. = -0.0022783  0.000351311   -20.5247    54.6513
## It.    7, RSS = 1.69591e-09, Par. = -0.0022667  0.000390454   -21.6238    53.8009
## It.    8, RSS = 1.68424e-09, Par. = -0.00224628  0.000397235   -21.9193    53.7842
## It.    9, RSS = 1.68099e-09, Par. = -0.00219111  0.00040644   -22.5499    53.8901
## It.   10, RSS = 1.67708e-09, Par. = -0.00213222  0.000416078   -23.2259    53.9382
## It.   11, RSS = 1.67291e-09, Par. = -0.00207719  0.000425435   -23.8694    53.9077
## It.   12, RSS = 1.66983e-09, Par. = -0.00204981  0.000430454   -24.2044    53.8472
## It.   13, RSS = 1.66733e-09, Par. = -0.00199407  0.000440172   -24.8543    53.7229
## It.   14, RSS = 1.66363e-09, Par. = -0.00194339  0.000449651   -25.4724    53.5245
## It.   15, RSS = 1.66082e-09, Par. = -0.0019171  0.00045519   -25.8215    53.3824
## It.   16, RSS = 1.65861e-09, Par. = -0.00186498  0.000465857   -26.4976    53.1108
## It.   17, RSS = 1.65502e-09, Par. = -0.00181989  0.000476177   -27.1342    52.7961
## It.   18, RSS = 1.65243e-09, Par. = -0.00179679  0.000482078   -27.4861     52.591
## It.   19, RSS = 1.65039e-09, Par. = -0.00175072  0.000493439   -28.1682    52.1961
## It.   20, RSS = 1.64712e-09, Par. = -0.00171064  0.000504427   -28.8085    51.7631
## It.   21, RSS = 1.64476e-09, Par. = -0.0016895  0.000510845   -29.1695    51.4854
## It.   22, RSS = 1.64289e-09, Par. = -0.00164731  0.000523214    -29.869    50.9459
## It.   23, RSS = 1.63981e-09, Par. = -0.00161053  0.000535167   -30.5223    50.3721
## It.   24, RSS = 1.6376e-09, Par. = -0.00159141  0.000542017   -30.8822    50.0182
## It.   25, RSS = 1.63586e-09, Par. = -0.0015531  0.000555224   -31.5798    49.3293
## It.   26, RSS = 1.63303e-09, Par. = -0.00151945  0.000567983   -32.2286    48.6115
## It.   27, RSS =  1.631e-09, Par. = -0.00150143  0.000575455   -32.5923    48.1664
## It.   28, RSS = 1.62938e-09, Par. = -0.00146531  0.000589866   -33.2969    47.2959
## It.   29, RSS = 1.62669e-09, Par. = -0.00143345  0.00060378   -33.9473    46.4015
## It.   30, RSS = 1.62478e-09, Par. = -0.00141657  0.000611797   -34.3037     45.861
## It.   31, RSS = 1.62324e-09, Par. = -0.00138258  0.000627259   -34.9939    44.8025
## It.   32, RSS = 1.62074e-09, Par. = -0.00135236  0.000642189   -35.6261    43.7265
## It.   33, RSS = 1.61894e-09, Par. = -0.0013358  0.000650993   -35.9781    43.0664
## It.   34, RSS = 1.6175e-09, Par. = -0.00130245  0.000667973    -36.658    41.7702
## It.   35, RSS = 1.61507e-09, Par. = -0.00127262  0.000684362   -37.2728    40.4625
## It.   36, RSS = 1.61334e-09, Par. = -0.00125632  0.000693926    -37.607    39.6731
## It.   37, RSS = 1.61194e-09, Par. = -0.00122337  0.000712362   -38.2509    38.1209
## It.   38, RSS = 1.6096e-09, Par. = -0.0011936  0.000730161    -38.823    36.5643
## It.   39, RSS = 1.60794e-09, Par. = -0.00117662  0.000740879   -39.1381    35.5994
## It.   40, RSS = 1.60657e-09, Par. = -0.00114228  0.000761529   -39.7404    33.6978
## It.   41, RSS = 1.60418e-09, Par. = -0.00111101  0.000781462   -40.2577    31.7997
## It.   42, RSS = 1.60251e-09, Par. = -0.00109285  0.000793555   -40.5335    30.6186
## It.   43, RSS = 1.60111e-09, Par. = -0.00105601  0.000816822   -41.0537    28.2864
## It.   44, RSS = 1.59861e-09, Par. = -0.0010221  0.000839292   -41.4702    25.9672
## It.   45, RSS = 1.59684e-09, Par. = -0.00100056  0.000853959   -41.6888    24.4184
## It.   46, RSS = 1.59534e-09, Par. = -0.000956917  0.000882123   -42.0791    21.3525
## It.   47, RSS = 1.59232e-09, Par. = -0.000916348  0.00090932   -42.3183    18.3155
## It.   48, RSS = 1.59013e-09, Par. = -0.000885667  0.000929964   -42.4037    15.9568
## It.   49, RSS = 1.58816e-09, Par. = -0.000823597  0.000969449   -42.4648    11.2762
## It.   50, RSS = 1.58326e-09, Par. = -0.000765205  0.00100758   -42.2058    6.67244
## It.   51, RSS = 1.57836e-09, Par. = -0.00064669  0.00107962   -41.1973   -2.41657
## It.   52, RSS = 1.57508e-09, Par. = -0.000631817  0.0010953   -40.6058   -3.81648
## It.   53, RSS = 1.57193e-09, Par. = -0.0005864  0.00112006   -39.7249   -7.05325
## It.   54, RSS = 1.56944e-09, Par. = -0.000551726  0.0011389    -38.895   -9.45086
## It.   55, RSS = 1.56922e-09, Par. = -0.000478749  0.00117568   -37.0326   -14.2897
## It.   56, RSS = 1.56176e-09, Par. = -0.000447418  0.00119292    -35.903   -16.1344
## It.   57, RSS = 1.55868e-09, Par. = -0.000427973  0.00120226   -35.2174   -17.2097
## It.   58, RSS = 1.55649e-09, Par. = -0.000387157  0.00122041   -33.7756    -19.433
## It.   59, RSS = 1.55271e-09, Par. = -0.000349644  0.00123715   -32.2789   -21.2479
## It.   60, RSS = 1.54837e-09, Par. = -0.000313058  0.00125279   -30.7097   -22.8107
## It.   61, RSS = 1.54359e-09, Par. = -0.000277549  0.00126743   -29.0749   -24.1049
## It.   62, RSS = 1.53822e-09, Par. = -0.000243153  0.00128109   -27.3839   -25.1203
## It.   63, RSS = 1.53211e-09, Par. = -0.000209904  0.00129382   -25.6459   -25.8482
## It.   64, RSS = 1.52508e-09, Par. = -0.000177835  0.00130564   -23.8706   -26.2811
## It.   65, RSS = 1.51692e-09, Par. = -0.000146975  0.00131658   -22.0675   -26.4128
## It.   66, RSS = 1.50733e-09, Par. = -0.000117352  0.00132666   -20.2463   -26.2382
## It.   67, RSS = 1.49592e-09, Par. = -8.89898e-05  0.00133589   -18.4168   -25.7539
## It.   68, RSS = 1.48215e-09, Par. = -6.19133e-05  0.00134428    -16.589   -24.9579
## It.   69, RSS = 1.46527e-09, Par. = -3.61453e-05  0.00135183   -14.7729   -23.8499
## It.   70, RSS = 1.44423e-09, Par. = -1.17087e-05  0.00135856   -12.9788   -22.4313
## It.   71, RSS = 1.41746e-09, Par. =  1.1373e-05  0.00136448   -11.2169   -20.7046
## It.   72, RSS = 1.38256e-09, Par. =  3.30728e-05  0.0013696   -9.49757   -18.6741
## It.   73, RSS = 1.33367e-09, Par. =  5.25571e-05  0.00137396    -7.8954    -16.429
## It.   74, RSS = 1.29429e-09, Par. =  5.66867e-05  0.00137497   -7.53236   -15.7218
## It.   75, RSS = 1.26288e-09, Par. =  6.5966e-05  0.00137681   -6.75839   -14.5111
## It.   76, RSS = 1.21482e-09, Par. =  8.40526e-05  0.0013803   -5.21202   -11.8693
## It.   77, RSS = 1.08492e-09, Par. =  9.80961e-05  0.00138292   -3.89598   -9.04976
## It.   78, RSS = 1.00356e-09, Par. =  0.000102483  0.0013837   -3.48701   -7.99108
## It.   79, RSS = 9.04777e-10, Par. =  0.000111233  0.00138518   -2.68556    -6.1401
## It.   80, RSS = 8.31932e-10, Par. =  0.000121962  0.00144298   -1.59676   -3.42929
## It.   81, RSS = 7.39298e-10, Par. =  0.000122216  0.00161103   -1.52979    -3.2744
## It.   82, RSS = 7.38061e-10, Par. =  0.000122466  0.00170543    -1.5113   -3.31711
## It.   83, RSS = 7.3723e-10, Par. =  0.000122529  0.00189422   -1.50816   -3.49229
## It.   84, RSS = 7.35988e-10, Par. =  0.000122543  0.00208301   -1.50887   -3.65055
## It.   85, RSS = 7.35054e-10, Par. =  0.00012254  0.00227181   -1.51118   -3.80009
## It.   86, RSS = 7.34357e-10, Par. =  0.000122532  0.00242002   -1.51316   -3.90744
## It.   87, RSS = 7.34019e-10, Par. =  0.000122514  0.00271645   -1.51773   -4.12081
## It.   88, RSS = 7.33077e-10, Par. =  0.000122495  0.00301288   -1.52129   -4.29962
## It.   89, RSS = 7.3237e-10, Par. =  0.00012248  0.00330932   -1.52427   -4.46092
## It.   90, RSS = 7.31815e-10, Par. =  0.000122467  0.00360576   -1.52679   -4.60763
## It.   91, RSS = 7.31363e-10, Par. =  0.000122457  0.0039022   -1.52893   -4.74208
## It.   92, RSS = 7.30988e-10, Par. =  0.000122447  0.00419865   -1.53078   -4.86611
## It.   93, RSS = 7.30702e-10, Par. =  0.000122441  0.00440795   -1.53192   -4.94608
## It.   94, RSS = 7.30496e-10, Par. =  0.000122432  0.00478735   -1.53378   -5.08947
## It.   95, RSS = 7.30192e-10, Par. =  0.000122424  0.00520596   -1.53547   -5.23039
## It.    0, RSS = 2.93122e-08, Par. =     0.0001     0.0002         -2         10
## It.    1, RSS = 1.05888e-08, Par. = -0.00176015  0.000212019    -17.336    69.0817
## It.    2, RSS = 5.01564e-09, Par. = -0.00179989  0.000215569   -19.0461    66.5109
## It.    3, RSS = 4.23416e-09, Par. = -0.00188166  0.000251277   -19.8568    61.8945
## It.    4, RSS = 3.26384e-09, Par. = -0.00197331  0.000288326   -19.9722    57.7356
## It.    5, RSS = 2.76566e-09, Par. = -0.00203336  0.0003087   -19.9364    56.0754
## It.    6, RSS = 2.49566e-09, Par. = -0.00216958  0.000347636   -19.9742    52.8763
## It.    7, RSS = 2.25213e-09, Par. = -0.00220507  0.000393342    -20.891    51.4138
## It.    8, RSS = 2.19626e-09, Par. = -0.00218249  0.000401596   -21.1895    51.3922
## It.    9, RSS = 2.1919e-09, Par. = -0.00212269  0.000412046   -21.8637    51.4633
## It.   10, RSS = 2.18664e-09, Par. = -0.00205769  0.000423152   -22.6003    51.4644
## It.   11, RSS = 2.18072e-09, Par. = -0.00199787  0.000433887   -23.2961    51.3723
## It.   12, RSS = 2.17542e-09, Par. = -0.00194243  0.000444288   -23.9533    51.2069
## It.   13, RSS = 2.17145e-09, Par. = -0.00191467  0.000450102   -24.3082    51.0771
## It.   14, RSS = 2.16829e-09, Par. = -0.00185949  0.000461272   -24.9937    50.8323
## It.   15, RSS = 2.16341e-09, Par. = -0.00181228  0.000472051   -25.6372    50.5408
## It.   16, RSS = 2.15985e-09, Par. = -0.00178597  0.000478756   -26.0242    50.3317
## It.   17, RSS = 2.1571e-09, Par. = -0.0017341  0.00049163   -26.7708    49.9261
## It.   18, RSS = 2.15223e-09, Par. = -0.00168999  0.000504018   -27.4654    49.4728
## It.   19, RSS = 2.14882e-09, Par. = -0.00166825  0.00051091   -27.8361    49.1917
## It.   20, RSS = 2.14618e-09, Par. = -0.0016245  0.000524133   -28.5531    48.6506
## It.   21, RSS = 2.14206e-09, Par. = -0.00158673  0.000536868   -29.2196    48.0728
## It.   22, RSS = 2.13906e-09, Par. = -0.00156549  0.00054476   -29.6163    47.6868
## It.   23, RSS = 2.13674e-09, Par. = -0.00152331  0.000559928   -30.3813    46.9329
## It.   24, RSS = 2.13261e-09, Par. =  -0.001487  0.000574504   -31.0844    46.1443
## It.   25, RSS = 2.12973e-09, Par. = -0.00146861  0.00058269   -31.4597    45.6726
## It.   26, RSS = 2.12748e-09, Par. = -0.00143143  0.000598411   -32.1854    44.7544
## It.   27, RSS = 2.1239e-09, Par. = -0.00139891  0.000613534   -32.8501     43.812
## It.   28, RSS = 2.12133e-09, Par. = -0.00138032  0.000622913   -33.2411    43.1987
## It.   29, RSS = 2.11931e-09, Par. = -0.00134312  0.000640941   -33.9932    41.9962
## It.   30, RSS = 2.11568e-09, Par. = -0.00131054  0.00065825    -34.671    40.7749
## It.   31, RSS = 2.11318e-09, Par. = -0.00129344  0.000668116   -35.0313    40.0491
## It.   32, RSS = 2.11119e-09, Par. = -0.00125869  0.00068706   -35.7255    38.6272
## It.   33, RSS = 2.10795e-09, Par. = -0.00122775  0.000705271    -36.344    37.1964
## It.   34, RSS = 2.10563e-09, Par. = -0.00120944  0.000716712   -36.7026    36.2662
## It.   35, RSS = 2.10378e-09, Par. = -0.00117258  0.000738688   -37.3859     34.436
## It.   36, RSS = 2.10036e-09, Par. = -0.00113957  0.000759781    -37.974    32.6059
## It.   37, RSS = 2.09803e-09, Par. = -0.00112109  0.000772244    -38.282    31.4913
## It.   38, RSS = 2.09611e-09, Par. = -0.00108346  0.000796137   -38.8657    29.2962
## It.   39, RSS = 2.0928e-09, Par. = -0.00104918  0.000819106    -39.343     27.112
## It.   40, RSS = 2.09044e-09, Par. = -0.00102687  0.000834503   -39.6101    25.6079
## It.   41, RSS = 2.0885e-09, Par. = -0.000981776  0.000863992   -40.0921    22.6351
## It.   42, RSS = 2.08444e-09, Par. = -0.000940325  0.000892303   -40.4152    19.6905
## It.   43, RSS = 2.08164e-09, Par. = -0.000911142  0.000912426   -40.5525    17.5432
## It.   44, RSS = 2.07914e-09, Par. = -0.00085182  0.000950791   -40.7347    13.2854
## It.   45, RSS = 2.07345e-09, Par. = -0.000796307  0.000987663   -40.6327    9.09134
## It.   46, RSS = 2.06941e-09, Par. = -0.000684156  0.00105715   -40.0033   0.810284
## It.   47, RSS = 2.06365e-09, Par. = -0.000634335  0.00109212   -39.0414    -3.0919
## It.   48, RSS = 2.05669e-09, Par. = -0.000576107  0.00112461    -37.935   -7.08585
## It.   49, RSS = 2.05316e-09, Par. = -0.000550133  0.00113941   -37.2722   -8.79346
## It.   50, RSS = 2.04955e-09, Par. = -0.000493805  0.00116732   -35.8933   -12.3567
## It.   51, RSS = 2.04586e-09, Par. = -0.000442116  0.00119285   -34.3344   -15.3885
## It.   52, RSS = 2.04092e-09, Par. = -0.000391656  0.00121639   -32.6179   -18.0644
## It.   53, RSS = 2.03563e-09, Par. = -0.000342776  0.00123809   -30.7596     -20.35
## It.   54, RSS = 2.02964e-09, Par. = -0.000295597  0.00125804   -28.7793   -22.2175
## It.   55, RSS = 2.02273e-09, Par. = -0.000250226  0.00127634    -26.697    -23.643
## It.   56, RSS = 2.01458e-09, Par. = -0.000206757  0.00129306   -24.5329   -24.6061
## It.   57, RSS = 2.00474e-09, Par. = -0.000165274  0.00130829   -22.3072   -25.0893
## It.   58, RSS = 1.9926e-09, Par. = -0.00012585  0.00132206   -20.0405    -25.079
## It.   59, RSS = 1.97724e-09, Par. = -8.85538e-05  0.00133441    -17.754   -24.5653
## It.   60, RSS = 1.95731e-09, Par. = -5.3448e-05  0.00134536   -15.4693   -23.5433
## It.   61, RSS = 1.93073e-09, Par. = -2.05908e-05  0.00135492   -13.2081   -22.0126
## It.   62, RSS = 1.89414e-09, Par. =  9.96095e-06  0.0013631   -10.9927   -19.9779
## It.   63, RSS = 1.84173e-09, Par. =  3.81458e-05  0.00136993   -8.84512   -17.4482
## It.   64, RSS = 1.75153e-09, Par. =  6.24872e-05  0.00137544   -6.89677   -14.5829
## It.   65, RSS = 1.62219e-09, Par. =  8.3383e-05  0.00137975   -5.15546   -11.5092
## It.   66, RSS = 1.50459e-09, Par. =  8.82941e-05  0.00138079   -4.71892   -10.4353
## It.   67, RSS = 1.4017e-09, Par. =  9.89673e-05  0.00138265   -3.82604   -8.66148
## It.   68, RSS = 1.26631e-09, Par. =  0.000117071  0.00138593   -2.19381   -4.97989
## It.   69, RSS = 8.70839e-10, Par. =  0.00012461  0.00144565   -1.29269   -2.32273
## It.   70, RSS = 8.66979e-10, Par. =  0.000125409  0.00161161   -1.27612   -2.46288
## It.   71, RSS = 8.65006e-10, Par. =  0.000125481  0.00172844   -1.26971   -2.53715
## It.   72, RSS = 8.64403e-10, Par. =  0.000125491  0.00196209   -1.27262   -2.73564
## It.   73, RSS = 8.62731e-10, Par. =  0.000125477  0.00219575   -1.27629   -2.90261
## It.   74, RSS = 8.61554e-10, Par. =  0.000125459  0.00242942   -1.28004    -3.0543
## It.   75, RSS = 8.60657e-10, Par. =  0.000125441  0.0026631   -1.28344    -3.1921
## It.   76, RSS = 8.59943e-10, Par. =  0.000125425  0.00289678   -1.28641   -3.31783
## It.   77, RSS = 8.59411e-10, Par. =  0.000125414  0.00306425   -1.28834   -3.39931
## It.   78, RSS = 8.59112e-10, Par. =  0.000125399  0.00339921   -1.29152   -3.55916
## It.   79, RSS = 8.58438e-10, Par. =  0.000125385  0.00373417   -1.29408   -3.69598
## It.   80, RSS = 8.57911e-10, Par. =  0.000125373  0.00406914   -1.29625   -3.82047
## It.   81, RSS = 8.57484e-10, Par. =  0.000125363  0.0044041   -1.29809   -3.93456
## It.   82, RSS = 8.57129e-10, Par. =  0.000125354  0.00473907   -1.29967   -4.03979
## It.   83, RSS = 8.56863e-10, Par. =  0.000125348  0.00495981   -1.30063   -4.10307
## It.   84, RSS = 8.5667e-10, Par. =  0.000125341  0.00536292   -1.30208   -4.21773
## It.   85, RSS = 8.56396e-10, Par. =  0.000125334  0.0058044   -1.30343   -4.33038
## It.   86, RSS = 8.56124e-10, Par. =  0.000125328  0.00624588   -1.30459    -4.4336
## It.   87, RSS = 8.55895e-10, Par. =  0.000125323  0.00668736   -1.30561    -4.5295
## It.   88, RSS = 8.55699e-10, Par. =  0.000125318  0.00712885    -1.3065   -4.61901
## It.   89, RSS = 8.5555e-10, Par. =  0.000125314  0.00741282   -1.30704   -4.67214
## It.   90, RSS = 8.55439e-10, Par. =  0.000125311  0.00793847   -1.30787   -4.77011
## It.   91, RSS = 8.55279e-10, Par. =  0.000125306  0.00850641   -1.30866   -4.86642
## It.   92, RSS = 8.5512e-10, Par. =  0.000125303  0.00907434   -1.30935   -4.95581
## It.   93, RSS = 8.54984e-10, Par. =  0.0001253  0.00964228   -1.30996   -5.03962
## It.   94, RSS = 8.54865e-10, Par. =  0.000125297  0.0102102   -1.31051   -5.11848
## It.   95, RSS = 8.54774e-10, Par. =  0.000125295  0.0105619   -1.31084   -5.16386
## It.    0, RSS = 2.54598e-08, Par. =     0.0001     0.0002         -2         10
## It.    1, RSS = 7.92812e-09, Par. = -0.0015522  0.000213914   -16.4097    62.7705
## It.    2, RSS = 4.14167e-09, Par. = -0.00159585  0.000220377   -17.7679    60.1337
## It.    3, RSS = 3.36142e-09, Par. = -0.00167963  0.00025482   -18.3476    55.6455
## It.    4, RSS = 2.42774e-09, Par. = -0.00177641  0.000290329    -18.396    52.0011
## It.    5, RSS = 1.99467e-09, Par. = -0.00183707  0.000309427   -18.3405    50.5684
## It.    6, RSS = 1.77524e-09, Par. = -0.00197015  0.000346346   -18.3654    47.8306
## It.    7, RSS = 1.58073e-09, Par. = -0.00193322  0.000383181   -19.5322    47.2536
## It.    8, RSS = 1.5763e-09, Par. = -0.00191497  0.000389872   -19.8245    47.1884
## It.    9, RSS = 1.57207e-09, Par. = -0.00186227  0.000399452   -20.4372    47.2022
## It.   10, RSS =  1.567e-09, Par. = -0.00180671  0.000409503   -21.0928    47.1479
## It.   11, RSS = 1.56166e-09, Par. = -0.00175578  0.000419212   -21.7113    47.0193
## It.   12, RSS = 1.55763e-09, Par. = -0.00172785  0.000425105   -22.0743    46.9024
## It.   13, RSS = 1.55445e-09, Par. = -0.00167316  0.000436399   -22.7718    46.6786
## It.   14, RSS = 1.54909e-09, Par. = -0.00162735  0.000447242   -23.4213    46.4026
## It.   15, RSS = 1.54531e-09, Par. = -0.00160339  0.000453672   -23.7923    46.2098
## It.   16, RSS = 1.54243e-09, Par. = -0.00155588  0.000465964   -24.5062    45.8404
## It.   17, RSS = 1.5376e-09, Par. = -0.00151584  0.000477748   -25.1676    45.4254
## It.   18, RSS = 1.53419e-09, Par. = -0.00149453  0.000484795   -25.5476    45.1483
## It.   19, RSS = 1.53158e-09, Par. = -0.00145216  0.000498279   -26.2788    44.6124
## It.   20, RSS = 1.52715e-09, Par. = -0.00141626  0.00051119   -26.9518    44.0372
## It.   21, RSS = 1.52404e-09, Par. = -0.00139712  0.000518871   -27.3346    43.6659
## It.   22, RSS = 1.52166e-09, Par. = -0.00135886  0.000533572   -28.0712    42.9448
## It.   23, RSS = 1.51761e-09, Par. = -0.00132619  0.000547637   -28.7443    42.1921
## It.   24, RSS = 1.51478e-09, Par. = -0.00130841  0.000556078   -29.1284     41.711
## It.   25, RSS = 1.51259e-09, Par. = -0.0012728  0.000572239   -29.8666    40.7731
## It.   26, RSS = 1.50883e-09, Par. = -0.00124212  0.000587688   -30.5345    39.8116
## It.   27, RSS = 1.50621e-09, Par. = -0.00122528  0.000596942   -30.9115    39.2055
## It.   28, RSS = 1.50417e-09, Par. = -0.0011914  0.000614659   -31.6348     38.021
## It.   29, RSS = 1.50066e-09, Par. = -0.00116187  0.000631589   -32.2807    36.8223
## It.   30, RSS = 1.49821e-09, Par. = -0.00114522  0.000641857   -32.6452    36.0636
## It.   31, RSS = 1.4963e-09, Par. = -0.00111165  0.000661512   -33.3418    34.5774
## It.   32, RSS = 1.49292e-09, Par. = -0.00108203  0.000680284   -33.9505    33.0867
## It.   33, RSS = 1.49059e-09, Par. = -0.00106493  0.00069177   -34.2893    32.1407
## It.   34, RSS = 1.48873e-09, Par. = -0.00103034  0.000713741   -34.9319    30.2829
## It.   35, RSS = 1.48539e-09, Par. = -0.000999352  0.000734724   -35.4721    28.4319
## It.   36, RSS = 1.48309e-09, Par. = -0.000980525  0.000747996   -35.7696    27.2227
## It.   37, RSS = 1.48123e-09, Par. = -0.000942385  0.000773349   -36.3222    24.8415
## It.   38, RSS = 1.47767e-09, Par. = -0.000907688  0.000797558   -36.7447    22.4804
## It.   39, RSS = 1.47521e-09, Par. = -0.000884595  0.00081396   -36.9645    20.8321
## It.   40, RSS = 1.47315e-09, Par. = -0.000837762  0.000845199   -37.3394    17.5755
## It.   41, RSS = 1.46872e-09, Par. = -0.000794412  0.000875018   -37.5155    14.3603
## It.   42, RSS = 1.46534e-09, Par. = -0.000754475  0.000901835   -37.5286    11.3683
## It.   43, RSS = 1.46214e-09, Par. = -0.000674026  0.000952545   -37.3215    5.44549
## It.   44, RSS = 1.45389e-09, Par. = -0.000597763  0.00100082   -36.5035  -0.323434
## It.   45, RSS = 1.45046e-09, Par. = -0.000525554  0.00104308   -35.2308   -5.48051
## It.   46, RSS = 1.4472e-09, Par. = -0.000457518  0.00107964    -33.616   -9.97234
## It.   47, RSS = 1.44484e-09, Par. = -0.000391042  0.00111246   -31.6673   -13.9411
## It.   48, RSS = 1.43053e-09, Par. = -0.000359961  0.00112788   -30.5097   -15.5081
## It.   49, RSS = 1.42655e-09, Par. = -0.000342479  0.00113557   -29.8581   -16.3355
## It.   50, RSS = 1.42322e-09, Par. = -0.000305579  0.00115043   -28.4912   -18.0687
## It.   51, RSS = 1.41794e-09, Par. = -0.000271801  0.00116408   -27.0928   -19.4327
## It.   52, RSS = 1.41198e-09, Par. = -0.000238887  0.00117683   -25.6382     -20.57
## It.   53, RSS = 1.40534e-09, Par. = -0.000206978  0.00118876   -24.1329   -21.4647
## It.   54, RSS = 1.39778e-09, Par. = -0.000176112  0.0011999   -22.5853   -22.1076
## It.   55, RSS = 1.38909e-09, Par. = -0.000146329  0.00121029   -21.0038   -22.4906
## It.   56, RSS =  1.379e-09, Par. = -0.000117666  0.00121993   -19.3971   -22.6069
## It.   57, RSS = 1.36716e-09, Par. = -9.01584e-05  0.00122886   -17.7741   -22.4508
## It.   58, RSS = 1.35307e-09, Par. = -6.38384e-05  0.00123707    -16.144   -22.0183
## It.   59, RSS = 1.3361e-09, Par. = -3.87375e-05  0.00124457   -14.5163   -21.3073
## It.   60, RSS = 1.31537e-09, Par. = -1.48849e-05  0.00125135   -12.9004   -20.3173
## It.   61, RSS = 1.28961e-09, Par. =  7.69197e-06  0.00125741    -11.306     -19.05
## It.   62, RSS = 1.25702e-09, Par. =  2.89663e-05  0.00126276   -9.74275   -17.5089
## It.   63, RSS = 1.21431e-09, Par. =  4.85305e-05  0.0012674   -8.24872   -15.7309
## It.   64, RSS = 1.1795e-09, Par. =  5.35178e-05  0.0012687   -7.84068   -15.0609
## It.   65, RSS = 1.14743e-09, Par. =  6.44919e-05  0.00127108   -6.98506   -13.8962
## It.   66, RSS = 1.11429e-09, Par. =  8.54634e-05  0.00127552   -5.29956   -11.3332
## It.   67, RSS = 9.75293e-10, Par. =  0.000101471  0.00127884   -3.86957   -8.47847
## It.   68, RSS = 8.97695e-10, Par. =  0.000104606  0.00127948    -3.5984   -7.74632
## It.   69, RSS = 8.35813e-10, Par. =  0.00011112  0.00128068   -3.03461   -6.54624
## It.   70, RSS = 7.60244e-10, Par. =  0.000122359  0.00128398   -1.99751   -4.13899
## It.   71, RSS = 7.14356e-10, Par. =  0.000123325  0.00139498   -1.86053   -3.85348
## It.   72, RSS = 7.14061e-10, Par. =  0.000123681  0.00160128   -1.84045   -4.10979
## It.   73, RSS = 7.10695e-10, Par. =  0.000123779  0.00171258   -1.83216   -4.20413
## It.   74, RSS = 7.10387e-10, Par. =  0.00012378  0.00193515   -1.83754   -4.48344
## It.   75, RSS = 7.08867e-10, Par. =  0.000123778  0.00204645    -1.8388   -4.58737
## It.   76, RSS = 7.08459e-10, Par. =  0.000123753  0.00226904    -1.8449   -4.82432
## It.   77, RSS = 7.07606e-10, Par. =  0.00012373  0.00249165   -1.84966   -5.02611
## It.   78, RSS = 7.06941e-10, Par. =  0.00012371  0.00271425   -1.85371   -5.20951
## It.   79, RSS = 7.06404e-10, Par. =  0.000123693  0.00293687   -1.85717   -5.37741
## It.   80, RSS = 7.0596e-10, Par. =  0.000123678  0.00315948   -1.86014   -5.53213
## It.   81, RSS = 7.05624e-10, Par. =  0.000123669  0.00331198   -1.86184   -5.62833
## It.   82, RSS = 7.05382e-10, Par. =  0.000123655  0.00358878   -1.86491   -5.80267
## It.   83, RSS = 7.05034e-10, Par. =  0.000123641  0.00389378   -1.86766   -5.97385
## It.   84, RSS = 7.04684e-10, Par. =  0.00012363  0.00419878   -1.86996   -6.12974
## It.   85, RSS = 7.04392e-10, Par. =  0.00012362  0.00450378   -1.87193   -6.27405
## It.   86, RSS = 7.04145e-10, Par. =  0.000123612  0.00480878   -1.87365   -6.40838
## It.   87, RSS = 7.03931e-10, Par. =  0.000123604  0.00511379   -1.87516   -6.53399
## It.   88, RSS = 7.03767e-10, Par. =  0.0001236  0.00532038   -1.87604   -6.61252
## It.   89, RSS = 7.03644e-10, Par. =  0.000123592  0.00570181   -1.87765   -6.75729
## It.   90, RSS = 7.03461e-10, Par. =  0.000123585  0.00611499   -1.87911   -6.89949
## It.   91, RSS = 7.03277e-10, Par. =  0.000123579  0.00652818   -1.88037    -7.0311
## It.   92, RSS = 7.0312e-10, Par. =  0.000123573  0.00694137   -1.88147   -7.15429
## It.   93, RSS = 7.02983e-10, Par. =  0.000123569  0.00735457   -1.88245   -7.27008
## It.   94, RSS = 7.02863e-10, Par. =  0.000123564  0.00776776   -1.88332   -7.37929
## It.   95, RSS = 7.0277e-10, Par. =  0.000123562  0.00802927    -1.8838   -7.44352
## It.   96, RSS = 7.02699e-10, Par. =  0.000123558  0.00851889    -1.8847   -7.56431
## It.    0, RSS = 2.50779e-08, Par. =     0.0001     0.0002         -2         10
## It.    1, RSS = 8.32936e-09, Par. = -0.0016064  0.00021255   -16.5985    64.8281
## It.    2, RSS = 7.58625e-09, Par. = -0.00170704  0.000246895   -19.7131    58.6489
## It.    3, RSS = 3.04046e-09, Par. = -0.00174117  0.000271273   -19.3908    57.5054
## It.    4, RSS = 2.78678e-09, Par. = -0.00187059  0.000312147   -19.5476    52.9716
## It.    5, RSS = 2.22679e-09, Par. = -0.00200703  0.000356155   -19.5791    50.1212
## It.    6, RSS = 2.0649e-09, Par. = -0.00201152  0.000373066   -19.9031     49.718
## It.    7, RSS = 2.05996e-09, Par. = -0.00197896  0.000381079   -20.3483    49.7327
## It.    8, RSS = 2.0569e-09, Par. = -0.0019022  0.00039365   -21.2397    49.8538
## It.    9, RSS = 2.05033e-09, Par. = -0.0018246  0.000407037    -22.178     49.813
## It.   10, RSS = 2.04205e-09, Par. = -0.00175541  0.0004199   -23.0462    49.6204
## It.   11, RSS = 2.03652e-09, Par. = -0.00168456  0.000433979    -23.967    49.2957
## It.   12, RSS = 2.02866e-09, Par. = -0.00162604  0.000447345   -24.8095    48.9031
## It.   13, RSS = 2.02361e-09, Par. = -0.00156729  0.000461967   -25.7064    48.4085
## It.   14, RSS = 2.01712e-09, Par. = -0.00151776  0.000475835   -26.5271    47.8625
## It.   15, RSS = 2.01258e-09, Par. = -0.00146781  0.000490915    -27.394    47.2063
## It.   16, RSS = 2.00712e-09, Par. = -0.00142503  0.000505243   -28.1865    46.5114
## It.   17, RSS = 2.00304e-09, Par. = -0.0013817  0.000520737   -29.0167    45.6998
## It.   18, RSS = 1.99837e-09, Par. = -0.00134402  0.000535484   -29.7747    44.8607
## It.   19, RSS = 1.99516e-09, Par. = -0.00132753  0.00054282   -30.1301    44.4108
## It.   20, RSS = 1.99277e-09, Par. = -0.00129347  0.000556847   -30.8199    43.5445
## It.   21, RSS = 1.98936e-09, Par. = -0.0012636  0.000570347   -31.4534    42.6545
## It.   22, RSS = 1.98677e-09, Par. = -0.00124398  0.00057987   -31.8792    41.9964
## It.   23, RSS = 1.98489e-09, Par. = -0.0012054  0.000598155   -32.6919    40.7007
## It.   24, RSS = 1.98072e-09, Par. = -0.00117219  0.000615646   -33.4155    39.3811
## It.   25, RSS = 1.97799e-09, Par. = -0.00115675  0.00062466   -33.7584    38.6695
## It.   26, RSS = 1.97589e-09, Par. = -0.00112485  0.000641903   -34.4223    37.2823
## It.   27, RSS = 1.97278e-09, Par. = -0.0010964  0.000658488    -35.014    35.8864
## It.   28, RSS = 1.97044e-09, Par. = -0.00107735  0.000670176      -35.4    34.8688
## It.   29, RSS = 1.9687e-09, Par. = -0.00103951  0.0006926   -36.1274    32.8635
## It.   30, RSS = 1.9648e-09, Par. = -0.00100605  0.000714051   -36.7403    30.8592
## It.   31, RSS = 1.96229e-09, Par. = -0.00098899  0.00072575   -37.0287    29.7324
## It.   32, RSS = 1.96025e-09, Par. = -0.000953777  0.000748091   -37.5778    27.5168
## It.   33, RSS = 1.95701e-09, Par. = -0.000921664  0.000769582   -38.0202    25.3132
## It.   34, RSS = 1.95456e-09, Par. = -0.000897894  0.000785825   -38.2958    23.6015
## It.   35, RSS = 1.95269e-09, Par. = -0.000850336  0.000816891   -38.7724    20.2177
## It.   36, RSS = 1.94779e-09, Par. = -0.000806966  0.000846624   -39.0449    16.8745
## It.   37, RSS = 1.9446e-09, Par. = -0.000775739  0.00086815   -39.1192    14.3917
## It.   38, RSS = 1.94156e-09, Par. = -0.000711981  0.000908998   -39.1419    9.46683
## It.   39, RSS = 1.9348e-09, Par. = -0.00065222  0.000948288   -38.7789    4.63775
## It.   40, RSS = 1.92621e-09, Par. = -0.000529731  0.00102217   -37.4554   -4.88988
## It.   41, RSS = 1.92316e-09, Par. = -0.000515389  0.00103842   -36.7256   -6.20934
## It.   42, RSS = 1.91867e-09, Par. = -0.000468516  0.00106319   -35.6237   -9.47761
## It.   43, RSS = 1.91555e-09, Par. = -0.000447772  0.00107461   -34.9966   -10.8462
## It.   44, RSS = 1.91198e-09, Par. = -0.000403083  0.00109629   -33.6963   -13.7081
## It.   45, RSS = 1.90767e-09, Par. = -0.000361948  0.00111621   -32.2805   -16.1297
## It.   46, RSS = 1.90252e-09, Par. = -0.000321795  0.00113474   -30.7535   -18.2668
## It.   47, RSS = 1.89688e-09, Par. = -0.00028283  0.00115195   -29.1256   -20.0967
## It.   48, RSS = 1.89051e-09, Par. = -0.000245124  0.00116792   -27.4104    -21.602
## It.   49, RSS = 1.88324e-09, Par. = -0.000208737  0.00118269   -25.6213   -22.7679
## It.   50, RSS = 1.87481e-09, Par. = -0.000173722  0.00119632   -23.7718   -23.5812
## It.   51, RSS = 1.8649e-09, Par. = -0.000140129  0.00120885   -21.8755   -24.0312
## It.   52, RSS = 1.85308e-09, Par. =  -0.000108  0.0012203   -19.9461   -24.1087
## It.   53, RSS = 1.83873e-09, Par. = -7.7375e-05  0.00123072   -17.9975   -23.8073
## It.   54, RSS = 1.82101e-09, Par. = -4.82918e-05  0.0012401   -16.0439   -23.1228
## It.   55, RSS = 1.7987e-09, Par. = -2.07848e-05  0.00124847   -14.0995   -22.0537
## It.   56, RSS = 1.76994e-09, Par. =  5.11245e-06  0.00125582    -12.179   -20.6015
## It.   57, RSS = 1.73184e-09, Par. =  2.93655e-05  0.00126219   -10.2968   -18.7699
## It.   58, RSS = 1.67969e-09, Par. =  5.19351e-05  0.00126757   -8.46759   -16.5653
## It.   59, RSS = 1.60139e-09, Par. =  7.16575e-05  0.00127203    -6.7979     -14.12
## It.   60, RSS = 1.5306e-09, Par. =  7.77707e-05  0.00127345   -6.24777   -13.0522
## It.   61, RSS = 1.4559e-09, Par. =  9.12938e-05  0.00127609   -5.08954   -11.1086
## It.   62, RSS = 1.34149e-09, Par. =  0.000101726  0.00127814   -4.11135   -9.11336
## It.   63, RSS = 1.21208e-09, Par. =  0.000119757  0.00128139   -2.44329    -5.5407
## It.   64, RSS = 7.9368e-10, Par. =  0.000131111  0.00131465   -1.09119   -1.75284
## It.   65, RSS = 7.67419e-10, Par. =  0.000130998  0.00147981   -1.17037   -2.09386
## It.   66, RSS = 7.65158e-10, Par. =  0.000130665  0.00163901   -1.20634    -2.3386
## It.   67, RSS = 7.64132e-10, Par. =  0.000130526  0.00176268   -1.22289   -2.48645
## It.   68, RSS = 7.63741e-10, Par. =  0.00013045  0.00201006   -1.23468   -2.71307
## It.   69, RSS = 7.62466e-10, Par. =  0.000130404  0.00225748   -1.24184   -2.89238
## It.   70, RSS = 7.61534e-10, Par. =  0.000130375  0.0025049    -1.2468   -3.04851
## It.   71, RSS = 7.60822e-10, Par. =  0.000130354  0.00275233   -1.25053   -3.18742
## It.   72, RSS = 7.60259e-10, Par. =  0.000130338  0.00299977    -1.2535   -3.31282
## It.   73, RSS = 7.59802e-10, Par. =  0.000130325  0.00324721   -1.25595   -3.42724
## It.   74, RSS = 7.59462e-10, Par. =  0.000130316  0.00341257   -1.25743   -3.49646
## It.   75, RSS = 7.5922e-10, Par. =  0.000130307  0.00371166   -1.25959   -3.62001
## It.   76, RSS = 7.58882e-10, Par. =  0.000130297  0.00404239   -1.26159   -3.74139
## It.   77, RSS = 7.58544e-10, Par. =  0.000130288  0.00437313   -1.26329   -3.85161
## It.   78, RSS = 7.58265e-10, Par. =  0.00013028  0.00470387   -1.26475   -3.95336
## It.   79, RSS = 7.58029e-10, Par. =  0.000130274  0.00503462   -1.26602    -4.0478
## It.   80, RSS = 7.5785e-10, Par. =  0.000130269  0.00525281   -1.26681   -4.10506
## It.   81, RSS = 7.57718e-10, Par. =  0.000130264  0.00565371     -1.268   -4.20939
## It.   82, RSS = 7.57528e-10, Par. =  0.000130259  0.0060901   -1.26911   -4.31193
## It.   83, RSS = 7.57339e-10, Par. =  0.000130254  0.0065265   -1.27008   -4.40645
## It.   84, RSS = 7.57179e-10, Par. =  0.00013025  0.00696289   -1.27094   -4.49461
## It.   85, RSS = 7.5704e-10, Par. =  0.000130246  0.00739929   -1.27169    -4.5772
## It.   86, RSS = 7.56934e-10, Par. =  0.000130243  0.00767193   -1.27215   -4.62494
## It.   87, RSS = 7.56855e-10, Par. =  0.00013024  0.00817953   -1.27285   -4.71372
## It.   88, RSS = 7.56742e-10, Par. =  0.000130237  0.00872481   -1.27351   -4.80102
## It.   89, RSS = 7.56631e-10, Par. =  0.000130234  0.00927009   -1.27409   -4.88247
## It.   90, RSS = 7.56534e-10, Par. =  0.000130231  0.00981537   -1.27462   -4.95914
## It.   91, RSS = 7.56448e-10, Par. =  0.000130229  0.0103606   -1.27509   -5.03153
## It.   92, RSS = 7.56383e-10, Par. =  0.000130227  0.0106987   -1.27538   -5.07342
## It.   93, RSS = 7.56332e-10, Par. =  0.000130225  0.0113334   -1.27582   -5.15205
## It.   94, RSS = 7.56259e-10, Par. =  0.000130223  0.0120096   -1.27625   -5.22945
## It.   95, RSS = 7.56188e-10, Par. =  0.000130221  0.0126858   -1.27663   -5.30223
## It.   96, RSS = 7.56124e-10, Par. =  0.00013022   0.013362   -1.27698   -5.37116
## It.    0, RSS = 2.1937e-08, Par. =     0.0001     0.0002         -2         10
## It.    1, RSS = 5.8582e-09, Par. = -0.00134495  0.000219073   -16.1835    57.3833
## It.    2, RSS = 4.27918e-09, Par. = -0.00139571  0.000230936   -17.0611    54.7119
## It.    3, RSS = 3.55454e-09, Par. = -0.0014889  0.000265734   -17.4091     50.191
## It.    4, RSS = 2.63906e-09, Par. = -0.00159985  0.000301452   -17.3662    47.0073
## It.    5, RSS = 2.2122e-09, Par. = -0.00170116  0.000329759   -17.2906    45.0758
## It.    6, RSS = 2.03772e-09, Par. = -0.00165187  0.000384131   -19.2055    44.0386
## It.    7, RSS = 2.02281e-09, Par. = -0.00163825  0.000395124   -19.5753     43.815
## It.    8, RSS = 2.02006e-09, Par. = -0.00156581  0.000410858   -20.5225    43.6398
## It.    9, RSS = 2.00842e-09, Par. = -0.00150724  0.000425165   -21.3905    43.3672
## It.   10, RSS = 2.00097e-09, Par. = -0.00144848  0.000441053    -22.329    42.9941
## It.   11, RSS = 1.99118e-09, Par. = -0.00140106  0.000455912   -23.1734    42.5594
## It.   12, RSS = 1.9847e-09, Par. = -0.00135291  0.000472341   -24.0802    42.0134
## It.   13, RSS = 1.97679e-09, Par. = -0.00131318  0.000487731   -24.8955    41.4232
## It.   14, RSS = 1.97162e-09, Par. = -0.00129548  0.000495754   -25.2973     41.076
## It.   15, RSS = 1.96794e-09, Par. = -0.00125904  0.000510943   -26.0699    40.4193
## It.   16, RSS = 1.96254e-09, Par. = -0.00122482  0.000526974   -26.8511    39.6514
## It.   17, RSS = 1.9573e-09, Par. = -0.00119519  0.000542126   -27.5564     38.867
## It.   18, RSS = 1.95341e-09, Par. = -0.00117591  0.000552839   -28.0318     38.275
## It.   19, RSS = 1.95069e-09, Par. = -0.00113817  0.00057318   -28.9305     37.116
## It.   20, RSS = 1.94502e-09, Par. = -0.00110252  0.00059477   -29.8198    35.7786
## It.   21, RSS = 1.93937e-09, Par. = -0.00107156  0.000614952   -30.5929    34.4418
## It.   22, RSS = 1.93564e-09, Par. = -0.0010558  0.000626205   -30.9877    33.6533
## It.   23, RSS = 1.93282e-09, Par. = -0.00102332  0.000647533   -31.7417    32.1199
## It.   24, RSS = 1.92826e-09, Par. = -0.000995011  0.000667665    -32.387     30.586
## It.   25, RSS =  1.925e-09, Par. = -0.000975772  0.000681917   -32.8013     29.452
## It.   26, RSS = 1.92263e-09, Par. = -0.000937384  0.00070894   -33.5668    27.2269
## It.   27, RSS = 1.9174e-09, Par. = -0.000899575  0.000737128   -34.2421    24.7702
## It.   28, RSS = 1.91252e-09, Par. = -0.000864562  0.000763454   -34.7614    22.3549
## It.   29, RSS = 1.90909e-09, Par. = -0.000841544  0.00078093   -35.0286    20.6823
## It.   30, RSS = 1.90625e-09, Par. = -0.00079454  0.000813919   -35.4867    17.3851
## It.   31, RSS = 1.90028e-09, Par. = -0.000751202  0.000844928   -35.7081    14.1344
## It.   32, RSS = 1.9001e-09, Par. = -0.000664397  0.000902449   -35.8194    7.74092
## It.   33, RSS = 1.88751e-09, Par. = -0.000626419  0.000929963   -35.4065    4.64338
## It.   34, RSS = 1.87872e-09, Par. = -0.000538476  0.000979948   -34.4722   -1.61938
## It.   35, RSS = 1.87518e-09, Par. = -0.000499952  0.00100317   -33.5708   -4.35346
## It.   36, RSS = 1.86955e-09, Par. = -0.000460981  0.00102226    -32.691   -6.84743
## It.   37, RSS = 1.86848e-09, Par. = -0.000378267  0.00105936   -30.6235   -11.9153
## It.   38, RSS = 1.85548e-09, Par. = -0.00034375  0.0010762   -29.3118    -13.689
## It.   39, RSS = 1.84935e-09, Par. = -0.000326118  0.00108349   -28.6611   -14.5106
## It.   40, RSS = 1.8444e-09, Par. = -0.000288619  0.00109732   -27.3036   -16.2729
## It.   41, RSS = 1.8375e-09, Par. = -0.000254326  0.00110995   -25.9099   -17.6631
## It.   42, RSS = 1.82967e-09, Par. = -0.000220882  0.00112172   -24.4546   -18.8255
## It.   43, RSS = 1.82083e-09, Par. = -0.000188442  0.00113273   -22.9436   -19.7416
## It.   44, RSS = 1.81067e-09, Par. = -0.000157068  0.00114303   -21.3857   -20.3988
## It.   45, RSS = 1.79886e-09, Par. = -0.000126819  0.00115265   -19.7903   -20.7857
## It.   46, RSS = 1.78496e-09, Par. = -9.77554e-05  0.00116162   -18.1675   -20.8923
## It.   47, RSS = 1.76838e-09, Par. = -6.99337e-05  0.00116995   -16.5278   -20.7103
## It.   48, RSS = 1.74832e-09, Par. = -4.34094e-05  0.00117762   -14.8822   -20.2338
## It.   49, RSS = 1.72365e-09, Par. = -1.8234e-05  0.00118464   -13.2422   -19.4597
## It.   50, RSS = 1.69279e-09, Par. =  5.54591e-06  0.00119099   -11.6196    -18.388
## It.   51, RSS = 1.65342e-09, Par. =  2.78887e-05  0.00119664   -10.0264   -17.0221
## It.   52, RSS = 1.61447e-09, Par. =  3.61334e-05  0.00119887   -9.39794   -16.2685
## It.   53, RSS = 1.57587e-09, Par. =  5.40274e-05  0.00120305   -8.07902   -14.8706
## It.   54, RSS = 1.52123e-09, Par. =  6.51923e-05  0.00120582   -7.18838   -13.6354
## It.   55, RSS = 1.47795e-09, Par. =  8.86538e-05  0.00121104   -5.35545   -11.0738
## It.   56, RSS = 1.27084e-09, Par. =  0.000105168  0.00121476   -3.87503   -8.19414
## It.   57, RSS = 1.15942e-09, Par. =  0.000109322  0.00121564   -3.51996   -7.30582
## It.   58, RSS = 1.04452e-09, Par. =  0.000117011  0.00121712   -2.86028   -5.93532
## It.   59, RSS = 8.59301e-10, Par. =  0.000129809  0.00122029   -1.67015   -3.19122
## It.   60, RSS = 7.37672e-10, Par. =  0.000131479  0.00135065    -1.4194   -2.57355
## It.   61, RSS = 7.36372e-10, Par. =  0.000132149  0.00158908    -1.3755   -2.73871
## It.   62, RSS = 7.28206e-10, Par. =  0.000132342  0.00172066   -1.35608   -2.77841
## It.   63, RSS = 7.27913e-10, Par. =  0.000132401  0.00198377   -1.35526    -3.0055
## It.   64, RSS = 7.25227e-10, Par. =  0.000132418  0.00211534    -1.3541   -3.08343
## It.   65, RSS = 7.24652e-10, Par. =  0.00013241  0.00237847   -1.35799   -3.27917
## It.   66, RSS = 7.23368e-10, Par. =  0.000132394  0.00264162   -1.36144   -3.44372
## It.   67, RSS = 7.22413e-10, Par. =  0.000132378  0.00290477   -1.36456   -3.59266
## It.   68, RSS = 7.21663e-10, Par. =  0.000132364  0.00316792   -1.36728   -3.72819
## It.   69, RSS = 7.21055e-10, Par. =  0.000132352  0.00343107   -1.36962   -3.85231
## It.   70, RSS = 7.20594e-10, Par. =  0.000132343  0.00362395   -1.37113   -3.93487
## It.   71, RSS = 7.20337e-10, Par. =  0.000132331  0.0040097   -1.37378   -4.09739
## It.   72, RSS = 7.19731e-10, Par. =  0.00013232  0.00439546   -1.37588   -4.23692
## It.   73, RSS = 7.19255e-10, Par. =  0.000132311  0.00478121   -1.37764   -4.36417
## It.   74, RSS = 7.18867e-10, Par. =  0.000132303  0.00516698   -1.37914   -4.48106
## It.   75, RSS = 7.18544e-10, Par. =  0.000132296  0.00555274   -1.38043   -4.58911
## It.   76, RSS = 7.1827e-10, Par. =  0.00013229  0.0059385   -1.38155   -4.68955
## It.   77, RSS = 7.18059e-10, Par. =  0.000132286  0.00620614   -1.38225   -4.75368
## It.   78, RSS = 7.17904e-10, Par. =  0.000132281  0.00669617   -1.38338   -4.87005
## It.   79, RSS = 7.17673e-10, Par. =  0.000132276  0.00723145   -1.38442   -4.98443
## It.   80, RSS = 7.17441e-10, Par. =  0.000132271  0.00776673   -1.38532   -5.08954
## It.   81, RSS = 7.17245e-10, Par. =  0.000132267  0.00830201    -1.3861   -5.18741
## It.   82, RSS = 7.17077e-10, Par. =  0.000132263  0.00883729   -1.38679   -5.27897
## It.   83, RSS = 7.16931e-10, Par. =  0.00013226  0.00937257    -1.3874   -5.36496
## It.   84, RSS = 7.16818e-10, Par. =  0.000132258  0.00972107   -1.38776   -5.41691
## It.   85, RSS = 7.16733e-10, Par. =  0.000132255  0.0103695   -1.38836   -5.51341
## It.   86, RSS = 7.16608e-10, Par. =  0.000132253  0.0110665   -1.38893   -5.60831
## It.   87, RSS = 7.16483e-10, Par. =  0.00013225  0.0117635   -1.38943    -5.6968
## It.   88, RSS = 7.16375e-10, Par. =  0.000132248  0.0124605   -1.38987   -5.78009
## It.   89, RSS = 7.1628e-10, Par. =  0.000132246  0.0131575   -1.39026   -5.85873
## It.   90, RSS = 7.16195e-10, Par. =  0.000132244  0.0138545   -1.39062   -5.93322
## It.   91, RSS = 7.16124e-10, Par. =  0.000132242  0.0143845   -1.39087   -5.98658
## It.   92, RSS = 7.16086e-10, Par. =  0.000132241   0.015368   -1.39128    -6.0842
## It.   93, RSS = 7.16001e-10, Par. =  0.000132239  0.0164281   -1.39167   -6.18031
## It.   94, RSS = 7.15911e-10, Par. =  0.000132237  0.0174881   -1.39201   -6.26983
## It.   95, RSS = 7.15833e-10, Par. =  0.000132235  0.0185481   -1.39231   -6.35401
## It.   96, RSS = 7.15766e-10, Par. =  0.000132234  0.0196082   -1.39258   -6.43345
## It.    0, RSS = 2.05129e-08, Par. =     0.0001     0.0002         -2         10
## It.    1, RSS = 5.77984e-09, Par. = -0.00134578  0.000215192   -15.5077    57.1659
## It.    2, RSS = 3.75176e-09, Par. = -0.00139312  0.000225413     -16.58    54.5335
## It.    3, RSS = 3.12687e-09, Par. = -0.00148177  0.000259932   -17.0235    50.0697
## It.    4, RSS = 2.31996e-09, Par. = -0.00158626  0.000295538   -17.0236    46.7951
## It.    5, RSS = 2.02089e-09, Par. = -0.00155717  0.00036626   -19.5649    45.0628
## It.    6, RSS = 1.86597e-09, Par. = -0.00154216  0.000382343   -20.0242    44.7534
## It.    7, RSS = 1.86309e-09, Par. = -0.00152476  0.000387648   -20.3143    44.6657
## It.    8, RSS = 1.85889e-09, Par. = -0.00148307  0.000396544   -20.9058    44.5449
## It.    9, RSS = 1.85431e-09, Par. = -0.00145178  0.000403905   -21.3927    44.4086
## It.   10, RSS = 1.85185e-09, Par. = -0.00139349  0.000417903   -22.3151    44.1256
## It.   11, RSS = 1.84465e-09, Par. = -0.0013409  0.000433009   -23.2712    43.7092
## It.   12, RSS = 1.83679e-09, Par. = -0.00129824  0.000447179   -24.1297    43.2356
## It.   13, RSS = 1.83162e-09, Par. = -0.00125486  0.000462822   -25.0499    42.6472
## It.   14, RSS = 1.82529e-09, Par. = -0.00121891  0.000477477   -25.8771    42.0175
## It.   15, RSS = 1.82114e-09, Par. = -0.00120317  0.000484973   -26.2769    41.6566
## It.   16, RSS = 1.81821e-09, Par. = -0.00117058  0.000499184   -27.0468    40.9718
## It.   17, RSS = 1.81395e-09, Par. = -0.00113987  0.000514147   -27.8236    40.1785
## It.   18, RSS = 1.80983e-09, Par. = -0.00111311  0.000528303    -28.526    39.3711
## It.   19, RSS = 1.80674e-09, Par. = -0.00109543  0.00053841   -29.0046    38.7577
## It.   20, RSS = 1.80459e-09, Par. = -0.00106083  0.000557623   -29.9094    37.5558
## It.   21, RSS = 1.80003e-09, Par. = -0.00102806  0.00057798   -30.8025    36.1754
## It.   22, RSS = 1.79547e-09, Par. = -0.000999459  0.000597016    -31.579    34.7978
## It.   23, RSS = 1.79247e-09, Par. = -0.000985082  0.00060746   -31.9686    33.9991
## It.   24, RSS = 1.7902e-09, Par. = -0.000955395  0.000627277    -32.714    32.4448
## It.   25, RSS = 1.78657e-09, Par. = -0.000929354  0.000646002   -33.3529    30.8915
## It.   26, RSS = 1.78396e-09, Par. = -0.000911461  0.000659347   -33.7661    29.7364
## It.   27, RSS = 1.78206e-09, Par. = -0.000875761  0.000684678    -34.529     27.468
## It.   28, RSS = 1.77782e-09, Par. = -0.000840526  0.000711046   -35.1991    24.9705
## It.   29, RSS = 1.77386e-09, Par. = -0.000807766  0.000735683   -35.7129    22.5143
## It.   30, RSS = 1.77108e-09, Par. = -0.000786473  0.000751825   -35.9718    20.8356
## It.   31, RSS = 1.76876e-09, Par. = -0.000742918  0.000782325   -36.4161    17.5244
## It.   32, RSS = 1.76397e-09, Par. = -0.000702563  0.000811019   -36.6269    14.2573
## It.   33, RSS = 1.76382e-09, Par. = -0.000621618  0.000864314     -36.72     7.8239
## It.   34, RSS = 1.75359e-09, Par. = -0.000585938  0.000889785   -36.2997    4.70101
## It.   35, RSS = 1.74643e-09, Par. = -0.000503599  0.000936138   -35.3496   -1.61789
## It.   36, RSS = 1.74354e-09, Par. = -0.000466563  0.000958029   -34.4241   -4.44467
## It.   37, RSS = 1.73884e-09, Par. = -0.000429252  0.000976067   -33.5148   -7.01958
## It.   38, RSS = 1.73862e-09, Par. = -0.000349964  0.00101111   -31.3731    -12.256
## It.   39, RSS = 1.72734e-09, Par. = -0.000316897  0.00102697   -30.0117   -14.0849
## It.   40, RSS = 1.72148e-09, Par. = -0.000296035  0.00103527   -29.1887   -15.1432
## It.   41, RSS = 1.7187e-09, Par. = -0.000251469  0.00105131   -27.4245   -17.3693
## It.   42, RSS = 1.71233e-09, Par. = -0.000211776  0.00106566   -25.6056    -18.987
## It.   43, RSS = 1.70454e-09, Par. = -0.000173296  0.00107879   -23.6996   -20.2379
## It.   44, RSS = 1.69567e-09, Par. = -0.000136362  0.00109088   -21.7166   -21.0828
## It.   45, RSS = 1.68493e-09, Par. = -0.000101079  0.00110201   -19.6756   -21.4982
## It.   46, RSS = 1.67163e-09, Par. = -6.75595e-05  0.0011122   -17.5966   -21.4648
## It.   47, RSS = 1.6547e-09, Par. = -3.59098e-05  0.00112146   -15.5009   -20.9679
## It.   48, RSS = 1.63254e-09, Par. = -6.22999e-06  0.00112979   -13.4114   -19.9996
## It.   49, RSS = 1.60271e-09, Par. =  2.13914e-05  0.00113713   -11.3515   -18.5596
## It.   50, RSS = 1.56124e-09, Par. =  4.68702e-05  0.00114347    -9.3455   -16.6568
## It.   51, RSS = 1.49453e-09, Par. =  6.86675e-05  0.00114881   -7.53589   -14.4418
## It.   52, RSS = 1.40684e-09, Par. =  8.74903e-05  0.00115316   -5.90639   -12.0166
## It.   53, RSS = 1.3363e-09, Par. =  9.20014e-05  0.00115427   -5.48568   -11.1329
## It.   54, RSS = 1.26815e-09, Par. =  0.000102047  0.00115629   -4.60437   -9.63969
## It.   55, RSS = 1.16262e-09, Par. =  0.000119132  0.00115971   -3.01789   -6.57892
## It.   56, RSS = 9.62684e-10, Par. =  0.00012318  0.00116072   -2.52894   -5.15034
## It.   57, RSS = 8.2072e-10, Par. =  0.000132847  0.00116345   -1.60753   -3.02729
## It.   58, RSS = 7.52364e-10, Par. =  0.000134097  0.00126467   -1.38411   -2.48186
## It.   59, RSS = 7.50417e-10, Par. =  0.000134696  0.00146933   -1.33506   -2.60585
## It.   60, RSS = 7.44974e-10, Par. =  0.000134881  0.00167402   -1.31714    -2.7391
## It.   61, RSS = 7.4262e-10, Par. =  0.000134958  0.00178538   -1.30993   -2.79961
## It.   62, RSS = 7.42027e-10, Par. =  0.000134973  0.00200809   -1.31163   -2.98567
## It.   63, RSS = 7.4077e-10, Par. =  0.000134966  0.00223081   -1.31439   -3.14467
## It.   64, RSS = 7.39853e-10, Par. =  0.000134954  0.00245354   -1.31745   -3.29032
## It.   65, RSS = 7.39137e-10, Par. =  0.000134941  0.00267627   -1.32035   -3.42355
## It.   66, RSS = 7.3861e-10, Par. =  0.00013493  0.00283364   -1.32222   -3.50832
## It.   67, RSS = 7.38316e-10, Par. =  0.000134916  0.00314839    -1.3255   -3.67593
## It.   68, RSS = 7.37668e-10, Par. =  0.000134903  0.00346314   -1.32813   -3.81883
## It.   69, RSS = 7.37163e-10, Par. =  0.000134892  0.0037779   -1.33034   -3.94865
## It.   70, RSS = 7.36756e-10, Par. =  0.000134882  0.00409265   -1.33223   -4.06747
## It.   71, RSS = 7.36419e-10, Par. =  0.000134874  0.00440741   -1.33384   -4.17696
## It.   72, RSS = 7.36166e-10, Par. =  0.000134868  0.00461988   -1.33483   -4.24433
## It.   73, RSS = 7.35982e-10, Par. =  0.000134862  0.00500643   -1.33634   -4.36579
## It.   74, RSS = 7.35719e-10, Par. =  0.000134855  0.00543137   -1.33774   -4.48513
## It.   75, RSS = 7.35457e-10, Par. =  0.000134849  0.0058563   -1.33893   -4.59414
## It.   76, RSS = 7.35238e-10, Par. =  0.000134844  0.00628123   -1.33997   -4.69519
## It.   77, RSS = 7.35051e-10, Par. =  0.000134839  0.00670617   -1.34088   -4.78935
## It.   78, RSS = 7.34909e-10, Par. =  0.000134836  0.00697741   -1.34142   -4.84463
## It.   79, RSS = 7.34805e-10, Par. =  0.000134832  0.00747888   -1.34227   -4.94667
## It.   80, RSS = 7.34655e-10, Par. =  0.000134829  0.00802137   -1.34306   -5.04694
## It.   81, RSS = 7.34507e-10, Par. =  0.000134825  0.00856386   -1.34376   -5.13988
## It.   82, RSS = 7.3438e-10, Par. =  0.000134822  0.00910635   -1.34437   -5.22694
## It.   83, RSS = 7.34269e-10, Par. =  0.000134819  0.00964884   -1.34492    -5.3088
## It.   84, RSS = 7.34184e-10, Par. =  0.000134818  0.00998961   -1.34525   -5.35654
## It.   85, RSS = 7.3412e-10, Par. =  0.000134815   0.010626   -1.34577   -5.44574
## It.   86, RSS = 7.34027e-10, Par. =  0.000134813  0.0113076   -1.34626   -5.53347
## It.   87, RSS = 7.33936e-10, Par. =  0.000134811  0.0119891    -1.3467   -5.61556
## It.   88, RSS = 7.33855e-10, Par. =  0.000134809  0.0126707   -1.34709   -5.69302
## It.   89, RSS = 7.33784e-10, Par. =  0.000134807  0.0133522   -1.34744   -5.76633
## It.   90, RSS = 7.3373e-10, Par. =  0.000134806   0.013766   -1.34765   -5.80789
## It.   91, RSS = 7.33688e-10, Par. =  0.000134804  0.0145454   -1.34799   -5.88643
## It.   92, RSS = 7.33628e-10, Par. =  0.000134803  0.0153729    -1.3483   -5.96376
## It.   93, RSS = 7.33568e-10, Par. =  0.000134802  0.0162005   -1.34859    -6.0367
## It.   94, RSS = 7.33516e-10, Par. =  0.0001348   0.017028   -1.34885   -6.10594
## It.   95, RSS = 7.33468e-10, Par. =  0.000134799  0.0177765   -1.34907    -6.1654
## It.   96, RSS = 7.33474e-10, Par. =  0.000134799  0.0177765   -1.34907    -6.1654
## It.    0, RSS = 1.69015e-08, Par. =     0.0001     0.0002         -2         10
## It.    1, RSS = 4.39122e-09, Par. = -0.00110086  0.000219307   -14.7289    50.1689
## It.    2, RSS = 3.66847e-09, Par. = -0.00114843  0.000232101   -15.2745    47.9026
## It.    3, RSS = 3.07614e-09, Par. = -0.00123675  0.000263186   -15.5064    43.9056
## It.    4, RSS = 2.38142e-09, Par. = -0.00134066  0.000295254    -15.451    41.2542
## It.    5, RSS = 2.07427e-09, Par. = -0.00128314  0.000355962   -17.8607    40.0567
## It.    6, RSS = 2.05146e-09, Par. = -0.00127991  0.000369274   -18.2507    39.6866
## It.    7, RSS = 2.0456e-09, Par. = -0.00125117  0.000378054   -18.7509    39.5285
## It.    8, RSS = 2.04246e-09, Par. = -0.0011922  0.000393077   -19.7294    39.2541
## It.    9, RSS = 2.03225e-09, Par. = -0.00113949  0.000409434   -20.7576    38.8196
## It.   10, RSS = 2.02166e-09, Par. = -0.00109371  0.000426207   -21.7614    38.2634
## It.   11, RSS = 2.01168e-09, Par. = -0.00105726  0.000441666   -22.6426    37.6578
## It.   12, RSS = 2.00554e-09, Par. = -0.0010416  0.000449656   -23.0696    37.2973
## It.   13, RSS = 2.0014e-09, Par. = -0.00100885  0.000464632   -23.8859    36.6223
## It.   14, RSS = 1.99532e-09, Par. = -0.000978336  0.000480558   -24.7134    35.8158
## It.   15, RSS = 1.98945e-09, Par. = -0.000952539  0.000495443   -25.4464    34.9928
## It.   16, RSS = 1.98511e-09, Par. = -0.000934649  0.000506637   -25.9697    34.3287
## It.   17, RSS = 1.98231e-09, Par. = -0.000900001  0.000527687   -26.9445    33.0309
## It.   18, RSS = 1.97579e-09, Par. = -0.000867342  0.000550241   -27.9027     31.502
## It.   19, RSS = 1.96927e-09, Par. = -0.000839492  0.000570989   -28.7056    29.9844
## It.   20, RSS = 1.96519e-09, Par. = -0.000824644  0.000582966   -29.1212     29.053
## It.   21, RSS = 1.96217e-09, Par. = -0.000793927  0.000605455   -29.9039    27.2447
## It.   22, RSS = 1.95707e-09, Par. = -0.000763747  0.000629036   -30.6235      25.22
## It.   23, RSS = 1.95306e-09, Par. = -0.000746549  0.000643303   -30.9863    23.9273
## It.   24, RSS = 1.95011e-09, Par. = -0.000711015  0.00067006   -31.6497    21.4018
## It.   25, RSS = 1.94461e-09, Par. = -0.000675416  0.000697698   -32.1737    18.6292
## It.   26, RSS = 1.94039e-09, Par. = -0.000651482  0.000716377   -32.4063    16.6584
## It.   27, RSS = 1.93697e-09, Par. = -0.000602101  0.000751213   -32.7574    12.7763
## It.   28, RSS = 1.92941e-09, Par. = -0.000556076  0.000783473   -32.7579    8.96162
## It.   29, RSS = 1.92405e-09, Par. = -0.00046144  0.000842479   -32.2617    1.44035
## It.   30, RSS = 1.92198e-09, Par. = -0.000368495  0.000896281   -30.4769   -5.83123
## It.   31, RSS = 1.90656e-09, Par. = -0.00032525  0.000920026   -28.9792    -8.6957
## It.   32, RSS = 1.89519e-09, Par. = -0.000278472  0.000939502   -27.4505   -11.4703
## It.   33, RSS = 1.88869e-09, Par. = -0.000264416  0.000945734   -26.8599   -12.1735
## It.   34, RSS = 1.8835e-09, Par. = -0.000233423  0.000956857   -25.6857   -13.7864
## It.   35, RSS = 1.87823e-09, Par. = -0.000214392  0.000963794   -24.8681   -14.6461
## It.   36, RSS = 1.8738e-09, Par. = -0.000173345  0.000977359   -23.1012   -16.4325
## It.   37, RSS = 1.86395e-09, Par. = -0.000137324  0.000989456   -21.3121   -17.5981
## It.   38, RSS = 1.85209e-09, Par. = -0.000102542  0.00100051   -19.4543   -18.3923
## It.   39, RSS = 1.83804e-09, Par. = -6.93653e-05  0.00101069   -17.5386   -18.7713
## It.   40, RSS = 1.82045e-09, Par. = -3.79134e-05  0.00102004   -15.5859   -18.7127
## It.   41, RSS = 1.7978e-09, Par. = -8.31295e-06  0.00102854   -13.6188   -18.2006
## It.   42, RSS = 1.76778e-09, Par. =  1.93175e-05  0.00103618   -11.6617   -17.2272
## It.   43, RSS = 1.72675e-09, Par. =  4.48755e-05  0.00104289   -9.73929   -15.7942
## It.   44, RSS = 1.66568e-09, Par. =  6.74401e-05  0.00104869   -7.94206   -13.9751
## It.   45, RSS = 1.57992e-09, Par. =  8.67259e-05  0.00105352   -6.32569   -11.8975
## It.   46, RSS = 1.51541e-09, Par. =  9.12369e-05  0.00105477   -5.91593   -11.1242
## It.   47, RSS = 1.45049e-09, Par. =  0.000101431  0.00105704   -5.04505   -9.82926
## It.   48, RSS = 1.34851e-09, Par. =  0.000119893  0.00106109   -3.38954   -7.01008
## It.   49, RSS = 1.00271e-09, Par. =  0.000133005  0.00106412   -1.99264   -3.76546
## It.   50, RSS = 8.59077e-10, Par. =  0.000139295  0.00118991   -1.33465   -2.32461
## It.   51, RSS = 8.09476e-10, Par. =  0.00013981  0.00145257   -1.28161   -2.42921
## It.   52, RSS = 7.97995e-10, Par. =  0.000139987  0.00158097   -1.26638   -2.47387
## It.   53, RSS = 7.97107e-10, Par. =  0.000140033  0.00169278   -1.26378   -2.56323
## It.   54, RSS = 7.96752e-10, Par. =  0.000140027  0.00191639   -1.26814   -2.76292
## It.   55, RSS = 7.95505e-10, Par. =  0.000140008  0.00214001   -1.27247   -2.93011
## It.   56, RSS = 7.94623e-10, Par. =  0.000139989  0.00236363   -1.27645   -3.08104
## It.   57, RSS = 7.93951e-10, Par. =  0.000139971  0.00258726    -1.2799   -3.21771
## It.   58, RSS = 7.93417e-10, Par. =  0.000139956  0.0028109   -1.28285   -3.34223
## It.   59, RSS = 7.9298e-10, Par. =  0.000139943  0.00303454   -1.28537   -3.45642
## It.   60, RSS = 7.92649e-10, Par. =  0.000139934  0.00319416   -1.28701   -3.53069
## It.   61, RSS = 7.92456e-10, Par. =  0.000139923  0.0035134   -1.28965    -3.6763
## It.   62, RSS = 7.92028e-10, Par. =  0.000139912  0.00383264   -1.29184   -3.80257
## It.   63, RSS = 7.91685e-10, Par. =  0.000139902  0.00415189    -1.2937    -3.9182
## It.   64, RSS = 7.91404e-10, Par. =  0.000139894  0.00447114   -1.29531   -4.02475
## It.   65, RSS = 7.91167e-10, Par. =  0.000139887  0.00479039   -1.29669   -4.12349
## It.   66, RSS = 7.90965e-10, Par. =  0.000139881  0.00510964    -1.2979   -4.21546
## It.   67, RSS = 7.9081e-10, Par. =  0.000139877  0.00533006   -1.29868   -4.27417
## It.   68, RSS = 7.90694e-10, Par. =  0.000139871  0.00573494   -1.29985   -4.38063
## It.   69, RSS = 7.90522e-10, Par. =  0.000139866  0.00617577   -1.30096   -4.48535
## It.   70, RSS = 7.90348e-10, Par. =  0.000139861  0.00661661   -1.30193   -4.58188
## It.   71, RSS = 7.90201e-10, Par. =  0.000139857  0.00705744   -1.30279   -4.67195
## It.   72, RSS = 7.90074e-10, Par. =  0.000139853  0.00749828   -1.30354   -4.75633
## It.   73, RSS = 7.89963e-10, Par. =  0.00013985  0.00793912   -1.30421    -4.8357
## It.   74, RSS = 7.89878e-10, Par. =  0.000139848  0.00822234   -1.30462   -4.88315
## It.   75, RSS = 7.89813e-10, Par. =  0.000139845  0.00875068   -1.30526   -4.97133
## It.   76, RSS = 7.89718e-10, Par. =  0.000139842  0.00931712   -1.30587    -5.0581
## It.   77, RSS = 7.89624e-10, Par. =  0.000139839  0.00988355   -1.30641   -5.13922
## It.   78, RSS = 7.89542e-10, Par. =  0.000139837    0.01045    -1.3069    -5.2157
## It.   79, RSS = 7.89469e-10, Par. =  0.000139835  0.0110164   -1.30734   -5.28802
## It.   80, RSS = 7.89404e-10, Par. =  0.000139833  0.0115829   -1.30773    -5.3566
## It.   81, RSS = 7.8935e-10, Par. =  0.000139831  0.0120112   -1.30802   -5.40556
## It.   82, RSS = 7.8932e-10, Par. =  0.000139829  0.0128079   -1.30846   -5.49522
## It.   83, RSS = 7.89255e-10, Par. =  0.000139827  0.0136647   -1.30888   -5.58354
## It.   84, RSS = 7.89185e-10, Par. =  0.000139825  0.0145214   -1.30926   -5.66598
## It.   85, RSS = 7.89125e-10, Par. =  0.000139824  0.0153781    -1.3096    -5.7436
## It.   86, RSS = 7.89073e-10, Par. =  0.000139822  0.0162348    -1.3099   -5.81695
## It.   87, RSS = 7.89027e-10, Par. =  0.000139821  0.0170916   -1.31017   -5.88644
## It.   88, RSS = 7.88984e-10, Par. =  0.00013982  0.0178639    -1.3104   -5.94581
## It.   89, RSS = 7.88954e-10, Par. =  0.000139819  0.0184066   -1.31055   -5.98561
## It.   90, RSS = 7.88936e-10, Par. =  0.000139818  0.0194293   -1.31079      -6.06
## It.   91, RSS = 7.88899e-10, Par. =  0.000139817  0.0205146   -1.31103   -6.13333
## It.   92, RSS = 7.88862e-10, Par. =  0.000139816     0.0216   -1.31124   -6.20259
## It.   93, RSS = 7.88826e-10, Par. =  0.000139815  0.0225784   -1.31142   -6.26177
## It.   94, RSS = 7.88802e-10, Par. =  0.000139814  0.0231612   -1.31152   -6.29523
## It.   95, RSS = 7.88787e-10, Par. =  0.000139813  0.0242702   -1.31169   -6.35912
## It.   96, RSS = 7.88762e-10, Par. =  0.000139813   0.025436   -1.31185   -6.42213
## It.    0, RSS = 1.44403e-08, Par. =     0.0001     0.0002         -2         10
## It.    1, RSS = 3.3951e-09, Par. = -0.00100652  0.00021967   -14.2851     47.589
## It.    2, RSS = 2.90096e-09, Par. = -0.00105282  0.000233077   -14.6926     45.509
## It.    3, RSS = 2.3944e-09, Par. = -0.00114096  0.000263042   -14.8849     41.678
## It.    4, RSS = 1.80569e-09, Par. = -0.0012428  0.000294183   -14.8323    39.2104
## It.    5, RSS = 1.73905e-09, Par. = -0.00111314  0.000349517   -17.6762    38.7831
## It.    6, RSS = 1.5748e-09, Par. = -0.00109585  0.000368515   -18.5547    38.0359
## It.    7, RSS = 1.57244e-09, Par. = -0.00108925  0.000372552    -18.737    37.9081
## It.    8, RSS = 1.56871e-09, Par. = -0.00106851  0.000378877   -19.1303     37.732
## It.    9, RSS = 1.5641e-09, Par. = -0.00102843  0.000390486   -19.8897    37.3848
## It.   10, RSS = 1.55727e-09, Par. = -0.00099176  0.000402924   -20.6726    36.9272
## It.   11, RSS = 1.5506e-09, Par. = -0.000961524  0.000414604   -21.3756    36.4325
## It.   12, RSS = 1.54577e-09, Par. = -0.000942132  0.000423007   -21.8595    36.0362
## It.   13, RSS = 1.54255e-09, Par. = -0.000904798  0.000438807   -22.7682    35.2628
## It.   14, RSS = 1.53581e-09, Par. = -0.000870553  0.000455858   -23.6903     34.309
## It.   15, RSS = 1.52894e-09, Par. = -0.000842413  0.000471655   -24.4893    33.3339
## It.   16, RSS = 1.52458e-09, Par. = -0.000828002  0.00048082   -24.9191    32.7216
## It.   17, RSS = 1.52144e-09, Par. = -0.00079853  0.000498031   -25.7336    31.5423
## It.   18, RSS = 1.51629e-09, Par. = -0.000770514  0.000516318   -26.5329     30.183
## It.   19, RSS = 1.51134e-09, Par. = -0.000746158  0.000533338   -27.2157    28.8323
## It.   20, RSS = 1.50781e-09, Par. = -0.000729704  0.000545476   -27.6606    27.8158
## It.   21, RSS = 1.50534e-09, Par. = -0.000697045  0.000568281   -28.4785    25.8309
## It.   22, RSS = 1.49985e-09, Par. = -0.000665145  0.000592388   -29.2184    23.5837
## It.   23, RSS = 1.4947e-09, Par. = -0.000636357  0.000614656   -29.7876     21.381
## It.   24, RSS = 1.49119e-09, Par. = -0.000616918  0.000629901   -30.0991    19.7978
## It.   25, RSS = 1.48841e-09, Par. = -0.000577367  0.000658433   -30.6334    16.6916
## It.   26, RSS = 1.48227e-09, Par. = -0.000541717  0.000684948   -30.9137    13.6404
## It.   27, RSS = 1.48195e-09, Par. = -0.000470547  0.000733593   -31.1307    7.67255
## It.   28, RSS = 1.46989e-09, Par. = -0.000440215  0.000756646   -30.7678    4.79733
## It.   29, RSS = 1.46155e-09, Par. = -0.000368729  0.000798177   -29.9415   -1.00063
## It.   30, RSS = 1.45786e-09, Par. = -0.000332517  0.000820022   -28.9946   -3.90844
## It.   31, RSS = 1.45168e-09, Par. = -0.000296316  0.000837935   -28.0224   -6.50371
## It.   32, RSS = 1.44697e-09, Par. = -0.000267758  0.000851258   -27.1183   -8.42604
## It.   33, RSS = 1.44204e-09, Par. = -0.000237032  0.000864506   -26.0628   -10.3678
## It.   34, RSS = 1.43794e-09, Par. = -0.000219566  0.000871975   -25.3717   -11.3674
## It.   35, RSS = 1.43312e-09, Par. = -0.000182051  0.000886387   -23.8935   -13.4518
## It.   36, RSS = 1.42596e-09, Par. = -0.000148532  0.000899277   -22.3483   -15.0053
## It.   37, RSS = 1.41726e-09, Par. = -0.000116019  0.000911057   -20.7175   -16.2332
## It.   38, RSS = 1.40722e-09, Par. = -8.47947e-05  0.000921884   -19.0114    -17.102
## It.   39, RSS = 1.39514e-09, Par. = -5.49534e-05  0.000931827    -17.247   -17.5898
## It.   40, RSS = 1.38027e-09, Par. = -2.65935e-05  0.000940924   -15.4427   -17.6784
## It.   41, RSS = 1.36156e-09, Par. =  1.91037e-07  0.000949189   -13.6177   -17.3537
## It.   42, RSS = 1.3374e-09, Par. =  2.53124e-05  0.000956612   -11.7926   -16.6074
## It.   43, RSS = 1.30536e-09, Par. =  4.86907e-05  0.000963168   -9.98851   -15.4382
## It.   44, RSS = 1.26161e-09, Par. =  7.02585e-05  0.000968826   -8.22688   -13.8526
## It.   45, RSS = 1.19691e-09, Par. =  8.89818e-05  0.000973617    -6.6107   -11.9538
## It.   46, RSS = 1.14454e-09, Par. =  9.33681e-05  0.00097488   -6.19949   -11.2267
## It.   47, RSS = 1.09636e-09, Par. =  0.000103198  0.00097714   -5.33153    -10.029
## It.   48, RSS = 1.02891e-09, Par. =  0.000120853  0.000981169   -3.69821   -7.43394
## It.   49, RSS = 8.04776e-10, Par. =  0.0001336  0.000984205   -2.32024    -4.4359
## It.   50, RSS = 7.23916e-10, Par. =  0.000140876  0.00109631   -1.54805   -2.85169
## It.   51, RSS = 6.51646e-10, Par. =  0.00014132  0.00120703   -1.49419   -2.75007
## It.   52, RSS = 6.50452e-10, Par. =  0.000141484  0.00129475    -1.4835   -2.84826
## It.   53, RSS = 6.49748e-10, Par. =  0.000141501  0.00147017   -1.48709   -3.09128
## It.   54, RSS = 6.48017e-10, Par. =  0.000141491  0.00164561   -1.49156   -3.29353
## It.   55, RSS = 6.46818e-10, Par. =  0.000141473  0.00182106   -1.49624   -3.47694
## It.   56, RSS = 6.45914e-10, Par. =  0.000141455  0.00199652   -1.50053    -3.6432
## It.   57, RSS =  6.452e-10, Par. =  0.000141439  0.00217197    -1.5043   -3.79461
## It.   58, RSS = 6.44662e-10, Par. =  0.000141427  0.00230593   -1.50676   -3.89882
## It.   59, RSS = 6.44386e-10, Par. =  0.000141408  0.00257385   -1.51132   -4.10347
## It.   60, RSS = 6.43671e-10, Par. =  0.000141392  0.00284177   -1.51475   -4.27566
## It.   61, RSS = 6.43126e-10, Par. =  0.000141379  0.0031097   -1.51758   -4.43121
## It.   62, RSS = 6.42692e-10, Par. =  0.000141369  0.00337763   -1.51994   -4.57297
## It.   63, RSS = 6.42338e-10, Par. =  0.000141359  0.00364557   -1.52196   -4.70313
## It.   64, RSS = 6.42042e-10, Par. =  0.000141352  0.0039135   -1.52369   -4.82343
## It.   65, RSS = 6.41816e-10, Par. =  0.000141346  0.00410218   -1.52475   -4.90088
## It.   66, RSS = 6.41652e-10, Par. =  0.000141339  0.00444497   -1.52653   -5.04034
## It.   67, RSS = 6.41409e-10, Par. =  0.000141332  0.00482232   -1.52814   -5.17738
## It.   68, RSS = 6.41164e-10, Par. =  0.000141326  0.00519968    -1.5295    -5.3024
## It.   69, RSS = 6.4096e-10, Par. =  0.000141321  0.00557705   -1.53067   -5.41823
## It.   70, RSS = 6.40787e-10, Par. =  0.000141316  0.00595441    -1.5317   -5.52613
## It.   71, RSS = 6.40637e-10, Par. =  0.000141312  0.00633177    -1.5326   -5.62709
## It.   72, RSS = 6.40522e-10, Par. =  0.000141309  0.00658217   -1.53313   -5.68898
## It.   73, RSS = 6.40437e-10, Par. =  0.000141306  0.00704555   -1.53404   -5.80332
## It.   74, RSS = 6.4031e-10, Par. =  0.000141302  0.00754635   -1.53489   -5.91569
## It.   75, RSS = 6.40183e-10, Par. =  0.000141299  0.00804715   -1.53562   -6.01994
## It.   76, RSS = 6.40075e-10, Par. =  0.000141296  0.00854795   -1.53626   -6.11769
## It.   77, RSS = 6.3998e-10, Par. =  0.000141293  0.00904875   -1.53684   -6.20969
## It.   78, RSS = 6.39896e-10, Par. =  0.000141291  0.00954956   -1.53735   -6.29658
## It.   79, RSS = 6.39831e-10, Par. =  0.000141289  0.0098717   -1.53765   -6.34869
## It.   80, RSS = 6.39782e-10, Par. =  0.000141287  0.0104749   -1.53818   -6.44636
## It.   81, RSS = 6.39708e-10, Par. =  0.000141285  0.0111192   -1.53867   -6.54245
## It.   82, RSS = 6.39635e-10, Par. =  0.000141283  0.0117635    -1.5391   -6.63259
## It.   83, RSS = 6.39571e-10, Par. =  0.000141281  0.0124078   -1.53949   -6.71781
## It.   84, RSS = 6.39514e-10, Par. =  0.00014128   0.013052   -1.53984   -6.79862
## It.   85, RSS = 6.39463e-10, Par. =  0.000141279  0.0136336   -1.54013   -6.86776
## It.   86, RSS = 6.39423e-10, Par. =  0.000141278  0.0141523   -1.54036   -6.92697
## It.   87, RSS = 6.39406e-10, Par. =  0.000141276  0.0151143   -1.54076   -7.03425
## It.   88, RSS = 6.39333e-10, Par. =  0.000141275   0.015633   -1.54095   -7.08536
## It.   89, RSS = 6.39313e-10, Par. =  0.000141274   0.016605   -1.54128   -7.18336
## It.   90, RSS = 6.39267e-10, Par. =  0.000141272  0.0176424   -1.54159   -7.27962
## It.   91, RSS = 6.39218e-10, Par. =  0.000141271  0.0186798   -1.54187   -7.36991
## It.   92, RSS = 6.39176e-10, Par. =  0.00014127  0.0197172   -1.54211   -7.45525
## It.   93, RSS = 6.39138e-10, Par. =  0.000141269  0.0207546   -1.54233   -7.53615
## It.   94, RSS = 6.39103e-10, Par. =  0.000141268  0.0216903   -1.54252   -7.60531
## It.   95, RSS = 6.39079e-10, Par. =  0.000141268  0.0222759   -1.54262   -7.64642
## It.   96, RSS = 6.39063e-10, Par. =  0.000141267  0.0233872   -1.54281   -7.72462
## It.    0, RSS = 1.29755e-08, Par. =     0.0001     0.0002         -2         10
## It.    1, RSS = 3.73629e-09, Par. = -0.00084913  0.000221245   -13.4354    42.6638
## It.    2, RSS = 3.57993e-09, Par. = -0.000966528  0.000257884   -13.9834    37.9245
## It.    3, RSS = 2.33367e-09, Par. = -0.0010246  0.000278541    -13.775    36.7565
## It.    4, RSS = 2.26411e-09, Par. = -0.00107531  0.000321975   -14.8615    34.8324
## It.    5, RSS = 2.13884e-09, Par. = -0.000958933  0.000351263   -16.5515    34.5971
## It.    6, RSS = 2.08958e-09, Par. = -0.000874564  0.000378196   -18.3086    33.7923
## It.    7, RSS = 2.04119e-09, Par. = -0.000810239  0.000406517   -19.9731    32.5869
## It.    8, RSS = 2.01149e-09, Par. = -0.000756695  0.000435736   -21.5316     31.038
## It.    9, RSS = 1.98966e-09, Par. = -0.0007101  0.000465595   -22.9689    29.1656
## It.   10, RSS = 1.97277e-09, Par. = -0.000667948  0.00049591   -24.2667     26.991
## It.   11, RSS = 1.95923e-09, Par. = -0.000628564  0.000526478   -25.4075    24.5417
## It.   12, RSS = 1.94807e-09, Par. = -0.000590656  0.000557075   -26.3726     21.844
## It.   13, RSS = 1.93858e-09, Par. = -0.000553322  0.000587449    -27.144    18.9294
## It.   14, RSS = 1.93014e-09, Par. = -0.00051942  0.00061481   -27.6512    16.1003
## It.   15, RSS = 1.92459e-09, Par. = -0.000494605  0.000634449   -27.8776    13.9495
## It.   16, RSS = 1.91976e-09, Par. = -0.000443662  0.000670583   -28.1719    9.73339
## It.   17, RSS = 1.90874e-09, Par. = -0.000396757  0.000703761   -28.0095    5.62285
## It.   18, RSS = 1.89655e-09, Par. = -0.000298619  0.000763873   -27.0301   -2.45487
## It.   19, RSS = 1.89016e-09, Par. = -0.000287362  0.000776629   -26.3189   -3.53957
## It.   20, RSS = 1.88272e-09, Par. = -0.000248464  0.000795406   -25.2926   -6.27505
## It.   21, RSS = 1.87724e-09, Par. = -0.000226887  0.000805795    -24.558   -7.67365
## It.   22, RSS = 1.87078e-09, Par. = -0.000179635  0.000825559   -22.9573   -10.5945
## It.   23, RSS = 1.8629e-09, Par. = -0.000138232  0.00084272   -21.1853   -12.7342
## It.   24, RSS = 1.85133e-09, Par. = -9.81863e-05  0.000857975   -19.2627   -14.3751
## It.   25, RSS = 1.83801e-09, Par. = -6.01314e-05  0.000871654    -17.212   -15.4527
## It.   26, RSS = 1.82088e-09, Par. = -2.42871e-05  0.000883909   -15.0697   -15.9196
## It.   27, RSS = 1.79764e-09, Par. =  9.12147e-06  0.000894812   -12.8755   -15.7392
## It.   28, RSS = 1.76428e-09, Par. =  3.98837e-05  0.000904357   -10.6724   -14.8887
## It.   29, RSS = 1.71379e-09, Par. =  6.78161e-05  0.000912483    -8.5055   -13.3653
## It.   30, RSS = 1.63002e-09, Par. =  9.24029e-05  0.000919144   -6.44958   -11.2169
## It.   31, RSS = 1.47963e-09, Par. =  0.000112257  0.00092434   -4.66574   -8.67718
## It.   32, RSS = 1.35184e-09, Par. =  0.000116833  0.000925638   -4.22173   -7.70432
## It.   33, RSS = 1.23165e-09, Par. =  0.000126817  0.000927918   -3.31521   -6.19453
## It.   34, RSS = 1.05822e-09, Par. =  0.000142892  0.00093198   -1.69786   -2.99277
## It.   35, RSS = 7.2223e-10, Par. =  0.000146044  0.00106868   -1.17255   -1.67836
## It.   36, RSS = 7.1533e-10, Par. =  0.000146775  0.0011656   -1.15262   -1.75097
## It.   37, RSS = 7.13933e-10, Par. =  0.000146831  0.00126044    -1.1492   -1.84851
## It.   38, RSS = 7.13666e-10, Par. =  0.000146821  0.00145011   -1.15584   -2.06959
## It.   39, RSS = 7.11567e-10, Par. =  0.000146805  0.00154497   -1.15855   -2.14999
## It.   40, RSS = 7.11102e-10, Par. =  0.000146782  0.00173466   -1.16474    -2.3306
## It.   41, RSS = 7.10058e-10, Par. =  0.000146758  0.00192438   -1.16973   -2.48126
## It.   42, RSS = 7.09282e-10, Par. =  0.000146737  0.0021141   -1.17392   -2.61656
## It.   43, RSS = 7.08673e-10, Par. =  0.00014672  0.00230382   -1.17741   -2.73903
## It.   44, RSS = 7.08181e-10, Par. =  0.000146706  0.00249355   -1.18036   -2.85075
## It.   45, RSS = 7.07809e-10, Par. =  0.000146695  0.00263116   -1.18228   -2.92433
## It.   46, RSS =  7.076e-10, Par. =  0.000146683  0.00290636   -1.18535   -3.06792
## It.   47, RSS = 7.07117e-10, Par. =  0.000146671  0.00318157   -1.18787   -3.19142
## It.   48, RSS = 7.06737e-10, Par. =  0.00014666  0.00345679      -1.19     -3.304
## It.   49, RSS = 7.06428e-10, Par. =  0.000146652  0.00373201   -1.19181   -3.40731
## It.   50, RSS = 7.06171e-10, Par. =  0.000146644  0.00400722   -1.19337   -3.50273
## It.   51, RSS = 7.05952e-10, Par. =  0.000146638  0.00428244   -1.19472   -3.59135
## It.   52, RSS = 7.05784e-10, Par. =  0.000146633  0.00447525   -1.19561   -3.64863
## It.   53, RSS = 7.0566e-10, Par. =  0.000146628  0.00482793   -1.19692   -3.75176
## It.   54, RSS = 7.05474e-10, Par. =  0.000146622  0.00521355   -1.19816   -3.85319
## It.   55, RSS = 7.05287e-10, Par. =  0.000146617  0.00559916   -1.19924   -3.94633
## It.   56, RSS = 7.0513e-10, Par. =  0.000146612  0.00598477   -1.20019   -4.03299
## It.   57, RSS = 7.04994e-10, Par. =  0.000146608  0.00637039   -1.20101   -4.11396
## It.   58, RSS = 7.04877e-10, Par. =  0.000146605  0.00675601   -1.20175   -4.18995
## It.   59, RSS = 7.04787e-10, Par. =  0.000146602  0.00700568    -1.2022   -4.23566
## It.   60, RSS = 7.04719e-10, Par. =  0.0001466  0.00747018    -1.2029   -4.32023
## It.   61, RSS = 7.04619e-10, Par. =  0.000146597  0.00796953   -1.20356   -4.40343
## It.   62, RSS = 7.0452e-10, Par. =  0.000146594  0.00846887   -1.20415   -4.48102
## It.   63, RSS = 7.04434e-10, Par. =  0.000146591  0.00896822   -1.20468   -4.55402
## It.   64, RSS = 7.04358e-10, Par. =  0.000146589  0.00946757   -1.20515   -4.62293
## It.   65, RSS = 7.04291e-10, Par. =  0.000146587  0.00996692   -1.20558   -4.68817
## It.   66, RSS = 7.04234e-10, Par. =  0.000146586   0.010349   -1.20589   -4.73525
## It.   67, RSS = 7.04204e-10, Par. =  0.000146584  0.0110578   -1.20636   -4.82106
## It.   68, RSS = 7.04136e-10, Par. =  0.000146582  0.0118221   -1.20682   -4.90558
## It.   69, RSS = 7.04064e-10, Par. =  0.00014658  0.0125864   -1.20722   -4.98428
## It.   70, RSS = 7.04002e-10, Par. =  0.000146578  0.0133506   -1.20758   -5.05824
## It.   71, RSS = 7.03948e-10, Par. =  0.000146577  0.0141149   -1.20791   -5.12798
## It.   72, RSS =  7.039e-10, Par. =  0.000146575  0.0148792   -1.20819   -5.19397
## It.   73, RSS = 7.03858e-10, Par. =  0.000146574  0.0156434   -1.20846   -5.25658
## It.   74, RSS = 7.0382e-10, Par. =  0.000146573  0.0163342   -1.20867   -5.31028
## It.   75, RSS = 7.03791e-10, Par. =  0.000146572  0.0168488   -1.20883   -5.34854
## It.   76, RSS = 7.03775e-10, Par. =  0.000146571  0.0178161   -1.20907   -5.41957
## It.   77, RSS = 7.0374e-10, Par. =  0.00014657  0.0188452   -1.20931   -5.48959
## It.   78, RSS = 7.03703e-10, Par. =  0.000146569  0.0198742   -1.20952   -5.55561
## It.   79, RSS = 7.0367e-10, Par. =  0.000146568  0.0209033   -1.20972   -5.61824
## It.   80, RSS = 7.03639e-10, Par. =  0.000146567  0.0218329   -1.20988   -5.67193
## It.   81, RSS = 7.03618e-10, Par. =  0.000146567  0.0223916   -1.20998   -5.70258
## It.   82, RSS = 7.03605e-10, Par. =  0.000146566  0.0234547   -1.21013   -5.76107
## It.   83, RSS = 7.03582e-10, Par. =  0.000146566  0.0245721   -1.21028   -5.81877
## It.   84, RSS = 7.03559e-10, Par. =  0.000146565  0.0255895    -1.2104   -5.86871
## It.   85, RSS = 7.03542e-10, Par. =  0.000146565  0.0262114   -1.21048   -5.89782
## It.   86, RSS = 7.03532e-10, Par. =  0.000146564  0.0273977   -1.21061   -5.95344
## It.   87, RSS = 7.03513e-10, Par. =  0.000146563  0.0286415   -1.21073   -6.00833
## It.   88, RSS = 7.03494e-10, Par. =  0.000146563  0.0297791   -1.21083   -6.05618
## It.   89, RSS = 7.0348e-10, Par. =  0.000146563   0.030454    -1.2109   -6.08326
## It.   90, RSS = 7.03471e-10, Par. =  0.000146562  0.0317457     -1.211   -6.13528
## It.   91, RSS = 7.03457e-10, Par. =  0.000146562  0.0330955   -1.21109   -6.18665
## It.   92, RSS = 7.03441e-10, Par. =  0.000146561   0.034337   -1.21118   -6.23183
## It.   93, RSS = 7.0343e-10, Par. =  0.000146561  0.0350767   -1.21123   -6.25757
## It.   94, RSS = 7.03423e-10, Par. =  0.000146561  0.0364955   -1.21131    -6.3071
## It.   95, RSS = 7.0341e-10, Par. =  0.00014656   0.037975    -1.2114   -6.35602
## It.   96, RSS = 7.03397e-10, Par. =  0.00014656  0.0393413   -1.21147   -6.39932
## It.   97, RSS = 7.03413e-10, Par. =  0.00014656  0.0393413   -1.21147   -6.39932
## It.    0, RSS = 1.0434e-08, Par. =     0.0001     0.0002         -2         10
## It.    1, RSS = 4.08093e-09, Par. = -0.000631018  0.000224424   -12.3613    35.9298
## It.    2, RSS = 2.95137e-09, Par. = -0.000735242  0.000256492   -12.3039    32.5497
## It.    3, RSS = 2.75017e-09, Par. = -0.000759136  0.000324842   -14.6493    29.9586
## It.    4, RSS = 2.1009e-09, Par. = -0.000716783  0.000357464   -15.8958    29.2976
## It.    5, RSS = 2.08825e-09, Par. = -0.000712972  0.000363938   -16.1872    29.0519
## It.    6, RSS = 2.08027e-09, Par. = -0.000693713  0.000374682   -16.8004    28.7246
## It.    7, RSS = 2.0741e-09, Par. = -0.000659867  0.000393928   -17.9194    28.0602
## It.    8, RSS = 2.05974e-09, Par. = -0.000630505  0.000415558   -19.0835    27.1215
## It.    9, RSS = 2.04572e-09, Par. = -0.000605347  0.000437574   -20.1687    26.0029
## It.   10, RSS = 2.0345e-09, Par. = -0.000582218  0.000459759   -21.1749    24.7277
## It.   11, RSS = 2.02496e-09, Par. = -0.00056025  0.000481986   -22.0965    23.3042
## It.   12, RSS = 2.01841e-09, Par. = -0.000549369  0.0004944   -22.5411    22.4257
## It.   13, RSS = 2.01292e-09, Par. = -0.000525827  0.000517125    -23.365      20.75
## It.   14, RSS = 2.00519e-09, Par. = -0.000501966  0.000541222    -24.109    18.7962
## It.   15, RSS = 1.99844e-09, Par. = -0.00048103  0.000561984   -24.6289    16.9649
## It.   16, RSS = 1.99463e-09, Par. = -0.000439204  0.000599179   -25.4262    13.4221
## It.   17, RSS = 1.98062e-09, Par. = -0.000393699  0.000637356   -25.7888    9.30666
## It.   18, RSS = 1.97879e-09, Par. = -0.000299821  0.000701836   -25.5752    1.36182
## It.   19, RSS = 1.96486e-09, Par. = -0.000254954  0.000729909   -24.2425   -2.38666
## It.   20, RSS = 1.9438e-09, Par. = -0.000200242  0.000752786     -22.72   -5.97183
## It.   21, RSS = 1.93451e-09, Par. = -0.0001842  0.000759661   -22.0424   -6.85092
## It.   22, RSS = 1.92601e-09, Par. = -0.000147419  0.000771306   -20.7291   -8.89643
## It.   23, RSS = 1.9183e-09, Par. = -0.000130436  0.000776874   -19.9726   -9.67305
## It.   24, RSS = 1.90919e-09, Par. = -9.26943e-05  0.000787209    -18.361   -11.3814
## It.   25, RSS = 1.89532e-09, Par. = -5.98337e-05  0.000796342   -16.7065   -12.4754
## It.   26, RSS = 1.87777e-09, Par. = -2.80981e-05  0.000804706   -14.9726   -13.1932
## It.   27, RSS = 1.85609e-09, Par. =  2.03314e-06  0.000812525   -13.1716   -13.4728
## It.   28, RSS = 1.8274e-09, Par. =  3.02984e-05  0.000819839   -11.3333   -13.2739
## It.   29, RSS = 1.78773e-09, Par. =  5.64197e-05  0.000826587   -9.49341   -12.5708
## It.   30, RSS = 1.72759e-09, Par. =  7.91116e-05  0.000832754   -7.77047   -11.4115
## It.   31, RSS = 1.64348e-09, Par. =  9.80874e-05  0.000838124   -6.22955   -9.92317
## It.   32, RSS = 1.58036e-09, Par. =  0.000103251  0.000839799   -5.77026    -9.2287
## It.   33, RSS = 1.50664e-09, Par. =  0.000114705  0.00084281   -4.80643   -8.07515
## It.   34, RSS =  1.412e-09, Par. =  0.000134604  0.000848136   -3.01789   -5.46927
## It.   35, RSS = 9.40259e-10, Par. =  0.000146331  0.000851814   -1.66968   -2.46356
## It.   36, RSS = 8.49409e-10, Par. =  0.000150516  0.000967641   -1.25802    -1.7903
## It.   37, RSS = 8.21936e-10, Par. =  0.000151133  0.00120384   -1.18831   -1.92681
## It.   38, RSS = 8.02647e-10, Par. =  0.000151341  0.00143992   -1.17228   -2.10593
## It.   39, RSS = 7.96541e-10, Par. =  0.0001514  0.00154537    -1.1671   -2.16219
## It.   40, RSS = 7.96227e-10, Par. =  0.000151401  0.00175622   -1.17125   -2.35636
## It.   41, RSS = 7.9476e-10, Par. =  0.00015139  0.00186166   -1.17315   -2.42959
## It.   42, RSS = 7.9434e-10, Par. =  0.000151373  0.00207253   -1.17779    -2.5925
## It.   43, RSS = 7.93521e-10, Par. =  0.000151354  0.00228341   -1.18171    -2.7309
## It.   44, RSS = 7.92892e-10, Par. =  0.000151337  0.0024943   -1.18508   -2.85628
## It.   45, RSS = 7.92388e-10, Par. =  0.000151323  0.00270519   -1.18793   -2.97057
## It.   46, RSS = 7.92015e-10, Par. =  0.000151313  0.00284862   -1.18973   -3.04089
## It.   47, RSS = 7.91794e-10, Par. =  0.000151301  0.00313547   -1.19253   -3.17907
## It.   48, RSS = 7.91342e-10, Par. =  0.000151289  0.00342233   -1.19487   -3.29869
## It.   49, RSS = 7.90981e-10, Par. =  0.000151279  0.00370919   -1.19686   -3.40809
## It.   50, RSS = 7.90684e-10, Par. =  0.000151271  0.00399605   -1.19857   -3.50875
## It.   51, RSS = 7.90435e-10, Par. =  0.000151263  0.00428291   -1.20004   -3.60192
## It.   52, RSS = 7.90246e-10, Par. =  0.000151258  0.00447513   -1.20098   -3.65925
## It.   53, RSS = 7.90108e-10, Par. =  0.000151252  0.00482698   -1.20234   -3.76288
## It.   54, RSS = 7.89908e-10, Par. =  0.000151246  0.00521141   -1.20362   -3.86475
## It.   55, RSS = 7.89709e-10, Par. =  0.000151241  0.00559585   -1.20474   -3.95832
## It.   56, RSS = 7.8954e-10, Par. =  0.000151236  0.00598029   -1.20572   -4.04539
## It.   57, RSS = 7.89395e-10, Par. =  0.000151232  0.00636472   -1.20658   -4.12675
## It.   58, RSS = 7.89286e-10, Par. =  0.000151229  0.00660544   -1.20711   -4.17383
## It.   59, RSS = 7.89204e-10, Par. =  0.000151226  0.00705264   -1.20789     -4.261
## It.   60, RSS = 7.89087e-10, Par. =  0.000151222  0.00753407   -1.20863   -4.34671
## It.   61, RSS = 7.88972e-10, Par. =  0.000151219  0.0080155   -1.20929   -4.42651
## It.   62, RSS = 7.88872e-10, Par. =  0.000151216  0.00849693   -1.20989    -4.5015
## It.   63, RSS = 7.88785e-10, Par. =  0.000151213  0.00897836   -1.21041   -4.57219
## It.   64, RSS = 7.88718e-10, Par. =  0.000151212  0.00927966   -1.21074   -4.61346
## It.   65, RSS = 7.88666e-10, Par. =  0.000151209  0.00984412   -1.21123    -4.6906
## It.   66, RSS = 7.88592e-10, Par. =  0.000151207  0.0104467   -1.21171   -4.76652
## It.   67, RSS = 7.88518e-10, Par. =  0.000151205  0.0110493   -1.21214   -4.83779
## It.   68, RSS = 7.88454e-10, Par. =  0.000151203  0.0116519   -1.21252   -4.90518
## It.   69, RSS = 7.88396e-10, Par. =  0.000151202  0.0122545   -1.21287   -4.96907
## It.   70, RSS = 7.88348e-10, Par. =  0.0001512  0.0126844   -1.21312   -5.01202
## It.   71, RSS = 7.88321e-10, Par. =  0.000151199  0.0134873   -1.21348   -5.09132
## It.   72, RSS = 7.88265e-10, Par. =  0.000151197  0.0143471   -1.21384   -5.16942
## It.   73, RSS = 7.88207e-10, Par. =  0.000151196   0.015207   -1.21416   -5.24257
## It.   74, RSS = 7.88157e-10, Par. =  0.000151194  0.0160668   -1.21445   -5.31163
## It.   75, RSS = 7.88112e-10, Par. =  0.000151193  0.0169266   -1.21471   -5.37702
## It.   76, RSS = 7.88071e-10, Par. =  0.000151192  0.0177007   -1.21492   -5.43276
## It.   77, RSS = 7.88043e-10, Par. =  0.000151191  0.0182322   -1.21507   -5.46924
## It.   78, RSS = 7.88025e-10, Par. =  0.00015119  0.0192345   -1.21529   -5.53754
## It.   79, RSS = 7.87991e-10, Par. =  0.000151189  0.0202974   -1.21551   -5.60487
## It.   80, RSS = 7.87956e-10, Par. =  0.000151188  0.0213603   -1.21571   -5.66852
## It.   81, RSS = 7.87923e-10, Par. =  0.000151187  0.0223195   -1.21587   -5.72298
## It.   82, RSS = 7.87901e-10, Par. =  0.000151187  0.0228997   -1.21597   -5.75428
## It.   83, RSS = 7.87887e-10, Par. =  0.000151186   0.024003   -1.21613   -5.81392
## It.   84, RSS = 7.87863e-10, Par. =  0.000151185  0.0251633   -1.21628   -5.87275
## It.   85, RSS = 7.87838e-10, Par. =  0.000151185  0.0262183   -1.21641   -5.92356
## It.   86, RSS = 7.8782e-10, Par. =  0.000151184   0.026863   -1.21649   -5.95315
## It.   87, RSS = 7.87809e-10, Par. =  0.000151184  0.0280922   -1.21662   -6.00966
## It.   88, RSS = 7.87789e-10, Par. =  0.000151183  0.0293816   -1.21674   -6.06542
## It.   89, RSS = 7.87769e-10, Par. =  0.000151183  0.0305595   -1.21685   -6.11395
## It.   90, RSS = 7.87754e-10, Par. =  0.000151182  0.0312611   -1.21692   -6.14152
## It.   91, RSS = 7.87745e-10, Par. =  0.000151182  0.0326033   -1.21702   -6.19444
## It.   92, RSS = 7.87729e-10, Par. =  0.000151181  0.0340066   -1.21712   -6.24668
## It.   93, RSS = 7.87713e-10, Par. =  0.000151181  0.0352956    -1.2172   -6.29254
## It.   94, RSS = 7.87701e-10, Par. =  0.000151181  0.0360641   -1.21726   -6.31869
## It.   95, RSS = 7.87693e-10, Par. =  0.00015118  0.0375374   -1.21734   -6.36895
## It.   96, RSS = 7.8768e-10, Par. =  0.00015118  0.0390744   -1.21742   -6.41861
## It.    0, RSS = 9.78124e-09, Par. =     0.0001     0.0002         -2         10
## It.    1, RSS = 6.18607e-09, Par. = -0.000417722  0.000232781   -13.0808    31.1024
## It.    2, RSS = 5.39771e-09, Par. = -0.000410883  0.000387142   -21.1329    23.5124
## It.    3, RSS = 2.60726e-09, Par. = -0.000483587  0.000460404   -18.7527    19.4727
## It.    4, RSS = 2.27338e-09, Par. = -0.000460852  0.000476317   -19.5988    18.9652
## It.    5, RSS = 2.26188e-09, Par. = -0.000443042  0.000509094   -20.8789    17.1828
## It.    6, RSS = 2.24502e-09, Par. = -0.000425479  0.000540839    -21.822    15.1112
## It.    7, RSS = 2.23385e-09, Par. = -0.000405239  0.000569092   -22.4542    12.9663
## It.    8, RSS = 2.22697e-09, Par. = -0.000355626  0.000621246   -23.3177    8.37881
## It.    9, RSS = 2.19856e-09, Par. = -0.000295136  0.000663284   -22.9474    3.35954
## It.   10, RSS = 2.17574e-09, Par. = -0.000142125  0.000724857   -20.1714   -6.90701
## It.   11, RSS = 2.14608e-09, Par. = -0.000136667  0.000731369   -18.8158   -6.73449
## It.   12, RSS = 2.13129e-09, Par. = -0.000101701  0.00073639   -17.3262   -8.11869
## It.   13, RSS = 2.11304e-09, Par. = -7.56106e-05  0.000739656   -16.1513   -8.96839
## It.   14, RSS = 2.10292e-09, Par. = -2.39234e-05  0.000745039   -13.7758   -10.5047
## It.   15, RSS = 2.09791e-09, Par. =  2.29769e-05  0.000752316   -11.1413   -11.0165
## It.   16, RSS = 1.97553e-09, Par. =  4.1319e-05  0.000757308   -9.93751    -10.595
## It.   17, RSS = 1.96675e-09, Par. =  7.68926e-05  0.000765356   -7.68101   -10.0388
## It.   18, RSS = 1.8091e-09, Par. =  8.85159e-05  0.000769758   -6.72699   -9.03931
## It.   19, RSS = 1.7574e-09, Par. =  0.000115821  0.00077721   -4.71876   -7.41885
## It.   20, RSS = 1.40336e-09, Par. =  0.000131742  0.000782623   -3.20554   -5.01956
## It.   21, RSS = 1.26763e-09, Par. =  0.000135116  0.000783673   -2.92831   -4.40233
## It.   22, RSS = 1.11997e-09, Par. =  0.000141147  0.000785427   -2.39579   -3.52263
## It.   23, RSS = 8.40896e-10, Par. =  0.00015097  0.000789112   -1.44622   -1.75604
## It.   24, RSS = 7.49987e-10, Par. =  0.000152562  0.000883089   -1.20032   -1.36442
## It.   25, RSS = 7.48481e-10, Par. =  0.000152942  0.00107326   -1.18276   -1.63878
## It.   26, RSS = 7.34449e-10, Par. =  0.00015301  0.00116839   -1.17649   -1.71014
## It.   27, RSS = 7.3322e-10, Par. =  0.000153016  0.00126021   -1.17954   -1.82642
## It.   28, RSS = 7.3284e-10, Par. =  0.000152981  0.00144384   -1.18921   -2.05644
## It.   29, RSS = 7.30673e-10, Par. =  0.000152956  0.00153568   -1.19286    -2.1408
## It.   30, RSS = 7.30141e-10, Par. =  0.000152927  0.00171935   -1.19982   -2.32521
## It.   31, RSS =   7.29e-10, Par. =  0.000152899  0.00190305   -1.20522   -2.47894
## It.   32, RSS = 7.28143e-10, Par. =  0.000152877  0.00208675   -1.20967   -2.61692
## It.   33, RSS = 7.27469e-10, Par. =  0.000152858  0.00227046   -1.21337   -2.74187
## It.   34, RSS = 7.26921e-10, Par. =  0.000152843  0.00245417   -1.21648   -2.85595
## It.   35, RSS = 7.26508e-10, Par. =  0.000152832  0.00258715   -1.21848    -2.9309
## It.   36, RSS = 7.26274e-10, Par. =  0.000152818  0.00285311   -1.22181   -3.07768
## It.   37, RSS = 7.25737e-10, Par. =  0.000152804  0.00311908    -1.2245   -3.20403
## It.   38, RSS = 7.25313e-10, Par. =  0.000152793  0.00338506   -1.22678   -3.31926
## It.   39, RSS = 7.24967e-10, Par. =  0.000152784  0.00365103   -1.22872   -3.42507
## It.   40, RSS = 7.24678e-10, Par. =  0.000152775  0.00391701   -1.23038   -3.52286
## It.   41, RSS = 7.24433e-10, Par. =  0.000152768  0.00418299   -1.23183   -3.61373
## It.   42, RSS = 7.24245e-10, Par. =  0.000152763  0.00436749   -1.23275   -3.67183
## It.   43, RSS = 7.24106e-10, Par. =  0.000152757  0.00470539   -1.23418   -3.77689
## It.   44, RSS = 7.23899e-10, Par. =  0.000152751  0.0050744   -1.23552   -3.88022
## It.   45, RSS = 7.23691e-10, Par. =  0.000152745  0.00544341   -1.23668    -3.9752
## It.   46, RSS = 7.23515e-10, Par. =  0.00015274  0.00581242    -1.2377   -4.06362
## It.   47, RSS = 7.23364e-10, Par. =  0.000152736  0.00618143   -1.23859   -4.14632
## It.   48, RSS = 7.23232e-10, Par. =  0.000152732  0.00655044   -1.23937   -4.22396
## It.   49, RSS = 7.23131e-10, Par. =  0.000152729  0.00678923   -1.23986   -4.27064
## It.   50, RSS = 7.23055e-10, Par. =  0.000152726  0.00723378   -1.24062   -4.35718
## It.   51, RSS = 7.22943e-10, Par. =  0.000152723  0.00771137   -1.24134   -4.44233
## It.   52, RSS = 7.22831e-10, Par. =  0.00015272  0.00818897   -1.24199   -4.52177
## It.   53, RSS = 7.22734e-10, Par. =  0.000152717  0.00866656   -1.24256   -4.59653
## It.   54, RSS = 7.22649e-10, Par. =  0.000152715  0.00914415   -1.24307   -4.66714
## It.   55, RSS = 7.22573e-10, Par. =  0.000152712  0.00962175   -1.24354   -4.73402
## It.   56, RSS = 7.22509e-10, Par. =  0.000152711  0.00998489   -1.24386   -4.78196
## It.   57, RSS = 7.22475e-10, Par. =  0.000152708  0.0106591   -1.24439   -4.86955
## It.   58, RSS = 7.22399e-10, Par. =  0.000152706  0.0113853   -1.24489   -4.95582
## It.   59, RSS = 7.22317e-10, Par. =  0.000152704  0.0121116   -1.24533   -5.03619
## It.   60, RSS = 7.22247e-10, Par. =  0.000152702  0.0128379   -1.24572   -5.11177
## It.   61, RSS = 7.22187e-10, Par. =  0.0001527  0.0135642   -1.24607   -5.18309
## It.   62, RSS = 7.22133e-10, Par. =  0.000152699  0.0142905   -1.24639    -5.2506
## It.   63, RSS = 7.22085e-10, Par. =  0.000152697  0.0150167   -1.24667   -5.31468
## It.   64, RSS = 7.22041e-10, Par. =  0.000152696  0.0156738   -1.24691    -5.3697
## It.   65, RSS = 7.2201e-10, Par. =  0.000152695  0.0161614   -1.24708   -5.40877
## It.   66, RSS = 7.21991e-10, Par. =  0.000152694  0.0170789   -1.24735   -5.48141
## It.   67, RSS = 7.21951e-10, Par. =  0.000152693  0.0180542   -1.24761   -5.55302
## It.   68, RSS = 7.21909e-10, Par. =  0.000152692  0.0190295   -1.24784   -5.62056
## It.   69, RSS = 7.21872e-10, Par. =  0.000152691  0.0200048   -1.24806   -5.68467
## It.   70, RSS = 7.21837e-10, Par. =  0.00015269  0.0208868   -1.24823    -5.7397
## It.   71, RSS = 7.21813e-10, Par. =  0.000152689  0.0214156   -1.24834   -5.77103
## It.   72, RSS = 7.21798e-10, Par. =  0.000152689  0.0224225   -1.24851   -5.83091
## It.   73, RSS = 7.21772e-10, Par. =  0.000152688    0.02348   -1.24867   -5.88997
## It.   74, RSS = 7.21746e-10, Par. =  0.000152687  0.0244437   -1.24881   -5.94115
## It.   75, RSS = 7.21727e-10, Par. =  0.000152687  0.0250319    -1.2489   -5.97093
## It.   76, RSS = 7.21714e-10, Par. =  0.000152686  0.0261543   -1.24904   -6.02788
## It.   77, RSS = 7.21694e-10, Par. =  0.000152686  0.0273308   -1.24917    -6.0841
## It.   78, RSS = 7.21672e-10, Par. =  0.000152685  0.0284073   -1.24929   -6.13315
## It.   79, RSS = 7.21656e-10, Par. =  0.000152685   0.029045   -1.24936   -6.16086
## It.   80, RSS = 7.21646e-10, Par. =  0.000152684  0.0302656   -1.24947   -6.21413
## It.   81, RSS = 7.21629e-10, Par. =  0.000152684  0.0315409   -1.24958   -6.26674
## It.   82, RSS = 7.21611e-10, Par. =  0.000152683  0.0327146   -1.24967   -6.31305
## It.   83, RSS = 7.21599e-10, Par. =  0.000152683  0.0334133   -1.24973   -6.33941
## It.   84, RSS = 7.2159e-10, Par. =  0.000152683  0.0347537   -1.24982   -6.39017
## It.   85, RSS = 7.21576e-10, Par. =  0.000152682  0.0361511   -1.24991   -6.44032
## It.   86, RSS = 7.21561e-10, Par. =  0.000152682  0.0374418   -1.24999   -6.48471
## It.   87, RSS = 7.21551e-10, Par. =  0.000152682  0.0381961   -1.25004   -6.50955
## It.   88, RSS = 7.21544e-10, Par. =  0.000152681  0.0396466   -1.25011   -6.55753
## It.   89, RSS = 7.21532e-10, Par. =  0.000152681   0.041155   -1.25019   -6.60495
## It.   90, RSS = 7.2152e-10, Par. =  0.000152681  0.0425544   -1.25025   -6.64721
## It.   91, RSS = 7.21511e-10, Par. =  0.00015268  0.0433728   -1.25029   -6.67092
## It.   92, RSS = 7.21505e-10, Par. =  0.00015268  0.0449492   -1.25036   -6.71678
## It.   93, RSS = 7.21495e-10, Par. =  0.00015268  0.0465859   -1.25042   -6.76213
## It.   94, RSS = 7.21485e-10, Par. =  0.000152679  0.0481092   -1.25048   -6.80276
## It.   95, RSS = 7.21478e-10, Par. =  0.000152679  0.0489889   -1.25051   -6.82529
## It.   96, RSS = 7.21473e-10, Par. =  0.000152679  0.0506869   -1.25056   -6.86898
## It.    0, RSS = 8.52333e-09, Par. =     0.0001     0.0002         -2         10
## It.    1, RSS = 6.06044e-09, Par. = -0.000194956  0.000238486   -12.5671    25.0045
## It.    2, RSS = 4.66897e-09, Par. = -0.000222629  0.000250188   -11.7797    24.5572
## It.    3, RSS = 3.8426e-09, Par. = -0.000309663  0.000270156   -10.8782    22.4719
## It.    4, RSS = 3.39825e-09, Par. = -0.000381492  0.000289372   -10.3368    21.2099
## It.    5, RSS = 3.21881e-09, Par. = -0.000361179  0.000334781   -12.2403    19.7806
## It.    6, RSS = 3.18718e-09, Par. = -0.000369185  0.000344534   -12.3899    19.3231
## It.    7, RSS = 3.15958e-09, Par. = -0.000356539  0.000362004   -13.1573    18.6556
## It.    8, RSS = 3.14586e-09, Par. = -0.000329257  0.000395698   -14.7005    17.1621
## It.    9, RSS = 3.08844e-09, Par. = -0.000309614  0.000429526    -15.934    15.1745
## It.   10, RSS = 3.06453e-09, Par. = -0.000298348  0.000449154   -16.4243    13.8066
## It.   11, RSS = 3.04622e-09, Par. = -0.000266427  0.000486245   -17.3712    10.9724
## It.   12, RSS = 3.01357e-09, Par. = -0.000232565  0.000520622     -17.76     7.7569
## It.   13, RSS = 2.98465e-09, Par. = -0.000157343  0.000574768   -17.5948    1.62125
## It.   14, RSS = 2.9602e-09, Par. = -0.000123549  0.000593476   -16.3953  -0.874801
## It.   15, RSS = 2.92159e-09, Par. = -8.12329e-05  0.000607708   -15.1583   -3.24587
## It.   16, RSS = 2.89273e-09, Par. = -4.64709e-05  0.000617386    -13.855   -4.91825
## It.   17, RSS = 2.85852e-09, Par. = -1.6214e-05  0.000624584   -12.5671   -6.09583
## It.   18, RSS = 2.81915e-09, Par. =  1.05904e-05  0.000630404   -11.2983   -6.88897
## It.   19, RSS = 2.77178e-09, Par. =  3.49819e-05  0.000635507   -10.0328   -7.35766
## It.   20, RSS = 2.71309e-09, Par. =  5.69316e-05  0.000640142   -8.79165   -7.50855
## It.   21, RSS = 2.63619e-09, Par. =  7.8094e-05  0.000644719    -7.5021    -7.3626
## It.   22, RSS = 2.61573e-09, Par. =  0.000114876  0.000653622   -5.12165   -6.59797
## It.   23, RSS = 2.22101e-09, Par. =  0.000124097  0.000658009   -4.20967   -5.19394
## It.   24, RSS = 2.01392e-09, Par. =  0.000148227  0.000665069   -2.36517   -3.29589
## It.   25, RSS = 8.72986e-10, Par. =  0.000157862  0.000669792   -1.06221  -0.449427
## It.   26, RSS = 8.00052e-10, Par. =  0.000160486  0.00078422   -0.91411  -0.585783
## It.   27, RSS = 7.36542e-10, Par. =  0.00016069  0.00089861  -0.869087  -0.602827
## It.   28, RSS = 7.32038e-10, Par. =  0.000160776  0.000957972  -0.866535  -0.658583
## It.   29, RSS = 7.31592e-10, Par. =  0.000160758  0.00107662  -0.875155  -0.818158
## It.   30, RSS = 7.30074e-10, Par. =  0.000160724  0.00119531  -0.882676  -0.950739
## It.   31, RSS = 7.2901e-10, Par. =  0.000160694  0.00131402  -0.889003   -1.06923
## It.   32, RSS = 7.28197e-10, Par. =  0.00016067  0.00143275  -0.894242   -1.17567
## It.   33, RSS = 7.2755e-10, Par. =  0.00016065  0.00155148  -0.898611   -1.27207
## It.   34, RSS = 7.27073e-10, Par. =  0.000160636  0.00163133  -0.901251   -1.33043
## It.   35, RSS = 7.26791e-10, Par. =  0.00016062  0.00179103  -0.905496   -1.44473
## It.   36, RSS = 7.26221e-10, Par. =  0.000160603  0.00195075  -0.909014   -1.54338
## It.   37, RSS = 7.25768e-10, Par. =  0.00016059  0.00211047  -0.911989   -1.63326
## It.   38, RSS = 7.25396e-10, Par. =  0.000160578  0.0022702  -0.914523    -1.7157
## It.   39, RSS = 7.25083e-10, Par. =  0.000160568  0.00242993  -0.916701   -1.79179
## It.   40, RSS = 7.24846e-10, Par. =  0.000160561  0.00253926  -0.918081   -1.83959
## It.   41, RSS = 7.24672e-10, Par. =  0.000160553  0.00273887  -0.920138   -1.92524
## It.   42, RSS = 7.24417e-10, Par. =  0.000160545  0.00295753  -0.922084   -2.00938
## It.   43, RSS = 7.24163e-10, Par. =  0.000160537  0.0031762  -0.923768   -2.08636
## It.   44, RSS = 7.23948e-10, Par. =  0.00016053  0.00339487   -0.92523   -2.15774
## It.   45, RSS = 7.23765e-10, Par. =  0.000160525  0.00361354  -0.926508   -2.22425
## It.   46, RSS = 7.23626e-10, Par. =  0.00016052  0.00374966  -0.927271   -2.26244
## It.   47, RSS = 7.23524e-10, Par. =  0.000160516  0.00400232  -0.928421   -2.33288
## It.   48, RSS = 7.23378e-10, Par. =  0.000160511  0.00427455  -0.929525   -2.40211
## It.   49, RSS = 7.23234e-10, Par. =  0.000160507  0.00454679  -0.930505   -2.46644
## It.   50, RSS = 7.2311e-10, Par. =  0.000160503  0.00481902  -0.931373   -2.52677
## It.   51, RSS = 7.23001e-10, Par. =  0.0001605  0.00509126  -0.932146   -2.58355
## It.   52, RSS = 7.22917e-10, Par. =  0.000160497  0.00526381  -0.932623   -2.61712
## It.   53, RSS = 7.22853e-10, Par. =  0.000160494  0.00558658  -0.933351   -2.67951
## It.   54, RSS = 7.2276e-10, Par. =  0.000160491  0.00593166  -0.934056   -2.74093
## It.   55, RSS = 7.22668e-10, Par. =  0.000160488  0.00627675  -0.934691   -2.79845
## It.   56, RSS = 7.22587e-10, Par. =  0.000160486  0.00662185  -0.935259   -2.85274
## It.   57, RSS = 7.22515e-10, Par. =  0.000160484  0.00696694  -0.935771   -2.90412
## It.   58, RSS = 7.22455e-10, Par. =  0.000160482  0.00721287   -0.93612   -2.93858
## It.   59, RSS = 7.22421e-10, Par. =  0.00016048  0.00767166   -0.93666   -3.00201
## It.   60, RSS = 7.22352e-10, Par. =  0.000160477  0.00816352  -0.937184   -3.06447
## It.   61, RSS = 7.2228e-10, Par. =  0.000160475  0.00865539  -0.937654   -3.12288
## It.   62, RSS = 7.22217e-10, Par. =  0.000160474  0.00914726  -0.938073   -3.17794
## It.   63, RSS = 7.22162e-10, Par. =  0.000160472  0.00963913   -0.93845      -3.23
## It.   64, RSS = 7.22114e-10, Par. =  0.00016047   0.010131  -0.938789   -3.27937
## It.   65, RSS = 7.22069e-10, Par. =  0.000160469  0.0105757  -0.939072   -3.32172
## It.   66, RSS = 7.22036e-10, Par. =  0.000160468  0.0108987  -0.939269   -3.35112
## It.   67, RSS = 7.22017e-10, Par. =  0.000160467  0.0115069  -0.939579   -3.40579
## It.   68, RSS = 7.21977e-10, Par. =  0.000160466  0.0121529  -0.939882   -3.45971
## It.   69, RSS = 7.21935e-10, Par. =  0.000160464  0.0127988  -0.940158   -3.51059
## It.   70, RSS = 7.21896e-10, Par. =  0.000160463  0.0133806  -0.940388   -3.55398
## It.   71, RSS = 7.21869e-10, Par. =  0.000160463  0.0137192  -0.940523   -3.57793
## It.   72, RSS = 7.21853e-10, Par. =  0.000160462   0.014364   -0.94073   -3.62369
## It.   73, RSS = 7.21825e-10, Par. =  0.000160461  0.0150412  -0.940935   -3.66882
## It.   74, RSS = 7.21797e-10, Par. =  0.00016046  0.0156582   -0.94111   -3.70792
## It.   75, RSS = 7.21777e-10, Par. =  0.00016046  0.0160443   -0.94122   -3.73128
## It.   76, RSS = 7.21764e-10, Par. =  0.000160459  0.0167803  -0.941392   -3.77574
## It.   77, RSS = 7.21741e-10, Par. =  0.000160458  0.0175526  -0.941563   -3.81962
## It.   78, RSS = 7.21717e-10, Par. =  0.000160457  0.0182579  -0.941709   -3.85778
## It.   79, RSS =  7.217e-10, Par. =  0.000160457  0.0186704  -0.941797   -3.87906
## It.   80, RSS = 7.21689e-10, Par. =  0.000160456  0.0194599  -0.941934   -3.91991
## It.   81, RSS = 7.21671e-10, Par. =  0.000160456   0.020285  -0.942069   -3.96025
## It.   82, RSS = 7.21652e-10, Par. =  0.000160455  0.0210437  -0.942187   -3.99573
## It.   83, RSS = 7.21639e-10, Par. =  0.000160455  0.0215016   -0.94226   -4.01622
## It.   84, RSS = 7.2163e-10, Par. =  0.000160455  0.0223794  -0.942374   -4.05554
## It.   85, RSS = 7.21614e-10, Par. =  0.000160454  0.0232952  -0.942487   -4.09438
## It.   86, RSS = 7.21599e-10, Par. =  0.000160454    0.02414  -0.942587    -4.1287
## It.   87, RSS = 7.21587e-10, Par. =  0.000160453  0.0246305  -0.942647   -4.14777
## It.   88, RSS = 7.2158e-10, Par. =  0.000160453  0.0255733   -0.94274   -4.18455
## It.   89, RSS = 7.21567e-10, Par. =  0.000160453  0.0265543  -0.942833   -4.22091
## It.   90, RSS = 7.21554e-10, Par. =  0.000160452  0.0274641  -0.942916    -4.2533
## It.   91, RSS = 7.21545e-10, Par. =  0.000160452  0.0280005  -0.942966   -4.27162
## It.   92, RSS = 7.21538e-10, Par. =  0.000160452  0.0290329  -0.943045   -4.30698
## It.   93, RSS = 7.21528e-10, Par. =  0.000160451  0.0301057  -0.943124   -4.34195
## It.   94, RSS = 7.21517e-10, Par. =  0.000160451  0.0311032  -0.943194   -4.37322
## It.   95, RSS = 7.21531e-10, Par. =  0.000160451  0.0311032  -0.943194   -4.37322
write_csv(Kd_intensity_residuals, "20180209_dN_hFis1_pep13_Kd_intensity_residuals.csv")

Kd_intensity_residuals
## # A tibble: 396 x 5
## # Groups:   wavelength [36]
##    wavelength   lnC     inv_F   .fitted      .resid
##         <dbl> <dbl>     <dbl>     <dbl>       <dbl>
##  1        320  1.10 0.000293  0.000269   0.0000245 
##  2        320  1.95 0.000221  0.000238  -0.0000170 
##  3        320  2.30 0.000207  0.000225  -0.0000185 
##  4        320  3.40 0.000169  0.000189  -0.0000207 
##  5        320  4.25 0.000179  0.000164   0.0000152 
##  6        320  4.61 0.000169  0.000153   0.0000156 
##  7        320  5.70 0.000138  0.000123   0.0000147 
##  8        320  6.55 0.000105  0.000102   0.00000301
##  9        320  6.91 0.0000898 0.0000932 -0.00000341
## 10        320  7.17 0.0000816 0.0000871 -0.00000551
## # … with 386 more rows
Kd_intensity_residuals %>%
  filter(., lnC > 0) %>%
  ggplot(., aes(x = lnC, y = .resid)) +
  geom_point() +
  geom_hline(yintercept = 0, color = "red", linetype = 2) +
  facet_wrap(~ wavelength) +
  scale_x_continuous(limits = c(0, 10),
                     breaks = c(0, 2, 4, 6, 8, 10)) +
  #scale_y_continuous(limits = c(-12e-6, 12e-6),
   #                  breaks = c(-1e-5, 0, 1e-5)) +
  labs(title = "Residuals from Kd fit by nlsLM of 1/F vs. ln[pep13] at λ",
        x = "ln [pep13] (µM)", y = "Residuals") +
  theme_bw() +
  theme(axis.text = element_text(size = 14, color = "black"),
        axis.title.x = element_text(size = 16),
        axis.title.y = element_text(size = 16),
        panel.grid.major = element_blank(), 
        panel.grid.minor = element_blank()
  )

ggsave("20180209_dN_hFis1_pep13_TRP_Kd_intensity_residuals_plot.png", 
       width = 28, height = 24, dpi = 300, units = "cm")

# Determine Kd by change in Fluorescence Intensity of difference em spectra ----

# compute change in Fluorescence of difference em spectra (from each [titrant])
tmp2 <- corrected %>%
  filter(., wavelength >= 310 & wavelength <= 370 & conc == 0) %>%
  mutate(., "zero" = Fluorescence)

df_changeF_corrected <- corrected %>%
  filter(., wavelength >= 310 & wavelength <= 370 & conc != 30) %>%
  left_join(., tmp2, by = c("wavelength")) %>%
  select(., wavelength, conc.x, Fluorescence.x, zero) %>%
  rename(., "conc" = conc.x,
         "Fluorescence" = Fluorescence.x) %>%
  mutate(., "changeF" = Fluorescence - zero,
         "inv_F" = 1/Fluorescence, 
         "inv_conc" = 1/conc,
         "lnC" = log(conc))

# visualize model fitting
df_changeF_corrected %>%
  filter(., wavelength >= 310 & wavelength <= 370 & changeF >= 0) %>%
  ggplot(., aes(x = conc, y = changeF)) +
  geom_point() +
  facet_wrap(~ wavelength) +
  geom_line(stat = "smooth", method = "nlsLM",
            formula = y ~ (Fmax*x)/(kd+x),
            method.args = list(start = c(Fmax = 2000,
                                         kd = 1),
                               control = nls.control(maxiter = 100, tol = 1e-6)),
            se = FALSE,        
            fullrange = TRUE, 
            size = 1,
            alpha = 0.6,
            color = "purple") +        
  scale_x_continuous(limits = c(0, 2000),
                     breaks = c(0, 800, 1600)) +
  scale_y_continuous(limits = c(0, 3030),
                     breaks = c(0, 1000, 2000, 3000)) +
  labs(title = "Kd Determination by nlsLM of ∆F vs. [pep13] at λ",
       x = "[pep13] (µM)", y = "∆F (AU)") +
  theme_bw() +
  theme(axis.text = element_text(size = 12, color = "black"),
        axis.title.x = element_text(size = 16),
        axis.title.y = element_text(size = 16),
        panel.grid.major = element_blank(), 
        panel.grid.minor = element_blank()
  )

ggsave("20180209_dN_hFis1_pep13_TRP_Kd_plot_changeF_facet.png", 
        width = 30, height = 24, dpi = 300, units = "cm")

# visualize model fitting
df_changeF_corrected %>%
  filter(., wavelength >= 330 & wavelength <= 335 & changeF >= 0) %>%
  ggplot(., aes(x = conc, y = changeF, color = factor(wavelength))) +
  geom_point() +
  geom_line(stat = "smooth", method = "nlsLM",
            formula = y ~ (Fmax*x)/(kd+x),
            method.args = list(start = c(Fmax = 2000,
                                         kd = 1),
                               control = nls.control(maxiter = 100, tol = 1e-6)),
            se = FALSE,        
            fullrange = TRUE, 
            size = 1,
            alpha = 0.6) +
  scale_x_continuous(limits = c(0, 2000),
                     breaks = c(0, 500, 1000, 1500, 2000)) +
  scale_y_continuous(limits = c(0, 3030),
                     breaks = c(0, 1000, 2000, 3000)) +
  scale_color_brewer(palette = "Dark2") +
  labs(title = "Kd Determination by nlsLM of ∆F vs. [pep13] at λ",
       color = "Wavelength (nm)",
       x = "[pep13] (µM)", y = "∆F (AU)") +
  theme_bw() +
  theme(axis.text = element_text(size = 14, color = "black"),
        axis.title.x = element_text(size = 16),
        axis.title.y = element_text(size = 16),
        panel.grid.major = element_blank(), 
        panel.grid.minor = element_blank()
  )

ggsave("20180209_dN_hFis1_pep13_TRP_Kd_plot_changeF_330-335.png", 
       width = 20, height = 12, dpi = 300, units = "cm")
suppressWarnings(ggsave("20180209_dN_hFis1_pep13_TRP_Kd_plot_changeF_330-335.pdf", 
                        width = 20, height = 12, dpi = 300, units = "cm"))

# calculate Kd from model fitting
Kd_changeF <-  df_changeF_corrected %>%
  filter(., wavelength >= 330 & wavelength <= 335) %>%
  group_by(., wavelength) %>%
  do(tidy(nlsLM(changeF ~ (Fmax*conc)/(kd+conc),
                start = list(Fmax = 2000, kd = 1), 
                trace = TRUE,
                control = nls.control(maxiter = 100, tol = 1e-6), .))) %>%
  spread(., key = term, value = estimate)
## It.    0, RSS = 3.84696e+06, Par. =       2000          1
## It.    1, RSS = 1.15653e+06, Par. =    2423.33    3.71038
## It.    2, RSS =     786635, Par. =    2509.77    6.31652
## It.    3, RSS =     780352, Par. =    2507.77    6.78361
## It.    4, RSS =     780314, Par. =    2506.22     6.7384
## It.    5, RSS =     780313, Par. =    2506.38    6.74445
## It.    6, RSS =     780313, Par. =    2506.35    6.74365
## It.    7, RSS =     780313, Par. =    2506.36    6.74376
## It.    0, RSS = 4.06879e+06, Par. =       2000          1
## It.    1, RSS = 1.39278e+06, Par. =    2380.56    3.83447
## It.    2, RSS = 1.02011e+06, Par. =    2463.49    6.64363
## It.    3, RSS = 1.01652e+06, Par. =    2454.63    6.94473
## It.    4, RSS = 1.01647e+06, Par. =    2453.01    6.88719
## It.    5, RSS = 1.01647e+06, Par. =    2453.33    6.89969
## It.    6, RSS = 1.01647e+06, Par. =    2453.26    6.89702
## It.    7, RSS = 1.01647e+06, Par. =    2453.27    6.89759
## It.    0, RSS = 4.46198e+06, Par. =       2000          1
## It.    1, RSS = 1.08255e+06, Par. =     2521.9     3.8729
## It.    2, RSS =     639869, Par. =    2624.83    6.72721
## It.    3, RSS =     631033, Par. =     2624.2    7.30889
## It.    4, RSS =     630974, Par. =    2622.19    7.25028
## It.    5, RSS =     630973, Par. =    2622.41    7.25885
## It.    6, RSS =     630973, Par. =    2622.38    7.25763
## It.    7, RSS =     630973, Par. =    2622.38     7.2578
## It.    0, RSS = 4.78365e+06, Par. =       2000          1
## It.    1, RSS = 1.16128e+06, Par. =    2583.49    3.87177
## It.    2, RSS =     854246, Par. =    2667.73    6.20721
## It.    3, RSS =     851683, Par. =    2662.15    6.44413
## It.    4, RSS =     851661, Par. =     2661.1    6.41242
## It.    5, RSS =     851660, Par. =    2661.24    6.41732
## It.    6, RSS =     851660, Par. =    2661.22    6.41657
## It.    7, RSS =     851660, Par. =    2661.22    6.41668
## It.    0, RSS = 4.94139e+06, Par. =       2000          1
## It.    1, RSS = 1.66265e+06, Par. =    2413.45    4.16525
## It.    2, RSS = 1.12782e+06, Par. =    2518.53     7.7902
## It.    3, RSS = 1.11942e+06, Par. =    2510.51    8.41047
## It.    4, RSS = 1.11929e+06, Par. =    2507.61    8.29818
## It.    5, RSS = 1.11929e+06, Par. =    2508.16    8.32343
## It.    6, RSS = 1.11929e+06, Par. =    2508.04     8.3179
## It.    7, RSS = 1.11929e+06, Par. =    2508.06    8.31912
## It.    8, RSS = 1.11929e+06, Par. =    2508.06    8.31885
## It.    0, RSS = 3.45173e+06, Par. =       2000          1
## It.    1, RSS = 1.09847e+06, Par. =    2290.67    3.71272
## It.    2, RSS =     714496, Par. =    2371.63    6.58114
## It.    3, RSS =     710031, Par. =    2363.73    6.95601
## It.    4, RSS =     709962, Par. =    2361.76    6.88505
## It.    5, RSS =     709959, Par. =    2362.14    6.90076
## It.    6, RSS =     709959, Par. =    2362.06    6.89735
## It.    7, RSS =     709959, Par. =    2362.08    6.89809
write_csv(Kd_changeF, "20180209_dN_hFis1_pep13_Kd_changeF_330-335.csv")

Kd_changeF
## # A tibble: 12 x 6
## # Groups:   wavelength [6]
##    wavelength std.error statistic  p.value  Fmax    kd
##         <dbl>     <dbl>     <dbl>    <dbl> <dbl> <dbl>
##  1        330      1.93      3.49 5.81e- 3   NA   6.74
##  2        330    115.       21.8  9.37e-10 2506. NA   
##  3        331      2.31      2.99 1.35e- 2   NA   6.90
##  4        331    132.       18.6  4.28e- 9 2453. NA   
##  5        332      1.79      4.05 2.33e- 3   NA   7.26
##  6        332    104.       25.2  2.24e-10 2622. NA   
##  7        333      1.81      3.55 5.24e- 3   NA   6.42
##  8        333    120.       22.2  7.70e-10 2661. NA   
##  9        334      2.89      2.88 1.64e- 2   NA   8.32
## 10        334    140.       17.9  6.42e- 9 2508. NA   
## 11        335      2.00      3.45 6.26e- 3   NA   6.90
## 12        335    110.       21.5  1.07e- 9 2362. NA
print(c(mean(Kd_changeF$kd, na.rm = T), "±", sd(Kd_changeF$kd, na.rm = T),
        "mean ± sd", "Kd from nlsLM() of ∆F vs. [pep13]"))
## [1] "7.08879686786182"                  "±"                                
## [3] "0.661105880419617"                 "mean ± sd"                        
## [5] "Kd from nlsLM() of ∆F vs. [pep13]"
# Inspect fit (change in Fluorescence intensity) of diff. em spectra   ---------

Kd_changeF_residuals <- df_changeF_corrected %>%
  filter(., wavelength >= 330 & wavelength <= 335) %>%
  group_by(., wavelength) %>%
  do(augment(nlsLM(changeF ~ (Fmax*conc)/(kd+conc),
                start = list(Fmax = 2000, kd = 1), 
                trace = TRUE,
                control = nls.control(maxiter = 100, tol = 1e-6), .)))
## It.    0, RSS = 3.84696e+06, Par. =       2000          1
## It.    1, RSS = 1.15653e+06, Par. =    2423.33    3.71038
## It.    2, RSS =     786635, Par. =    2509.77    6.31652
## It.    3, RSS =     780352, Par. =    2507.77    6.78361
## It.    4, RSS =     780314, Par. =    2506.22     6.7384
## It.    5, RSS =     780313, Par. =    2506.38    6.74445
## It.    6, RSS =     780313, Par. =    2506.35    6.74365
## It.    7, RSS =     780313, Par. =    2506.36    6.74376
## It.    0, RSS = 4.06879e+06, Par. =       2000          1
## It.    1, RSS = 1.39278e+06, Par. =    2380.56    3.83447
## It.    2, RSS = 1.02011e+06, Par. =    2463.49    6.64363
## It.    3, RSS = 1.01652e+06, Par. =    2454.63    6.94473
## It.    4, RSS = 1.01647e+06, Par. =    2453.01    6.88719
## It.    5, RSS = 1.01647e+06, Par. =    2453.33    6.89969
## It.    6, RSS = 1.01647e+06, Par. =    2453.26    6.89702
## It.    7, RSS = 1.01647e+06, Par. =    2453.27    6.89759
## It.    0, RSS = 4.46198e+06, Par. =       2000          1
## It.    1, RSS = 1.08255e+06, Par. =     2521.9     3.8729
## It.    2, RSS =     639869, Par. =    2624.83    6.72721
## It.    3, RSS =     631033, Par. =     2624.2    7.30889
## It.    4, RSS =     630974, Par. =    2622.19    7.25028
## It.    5, RSS =     630973, Par. =    2622.41    7.25885
## It.    6, RSS =     630973, Par. =    2622.38    7.25763
## It.    7, RSS =     630973, Par. =    2622.38     7.2578
## It.    0, RSS = 4.78365e+06, Par. =       2000          1
## It.    1, RSS = 1.16128e+06, Par. =    2583.49    3.87177
## It.    2, RSS =     854246, Par. =    2667.73    6.20721
## It.    3, RSS =     851683, Par. =    2662.15    6.44413
## It.    4, RSS =     851661, Par. =     2661.1    6.41242
## It.    5, RSS =     851660, Par. =    2661.24    6.41732
## It.    6, RSS =     851660, Par. =    2661.22    6.41657
## It.    7, RSS =     851660, Par. =    2661.22    6.41668
## It.    0, RSS = 4.94139e+06, Par. =       2000          1
## It.    1, RSS = 1.66265e+06, Par. =    2413.45    4.16525
## It.    2, RSS = 1.12782e+06, Par. =    2518.53     7.7902
## It.    3, RSS = 1.11942e+06, Par. =    2510.51    8.41047
## It.    4, RSS = 1.11929e+06, Par. =    2507.61    8.29818
## It.    5, RSS = 1.11929e+06, Par. =    2508.16    8.32343
## It.    6, RSS = 1.11929e+06, Par. =    2508.04     8.3179
## It.    7, RSS = 1.11929e+06, Par. =    2508.06    8.31912
## It.    8, RSS = 1.11929e+06, Par. =    2508.06    8.31885
## It.    0, RSS = 3.45173e+06, Par. =       2000          1
## It.    1, RSS = 1.09847e+06, Par. =    2290.67    3.71272
## It.    2, RSS =     714496, Par. =    2371.63    6.58114
## It.    3, RSS =     710031, Par. =    2363.73    6.95601
## It.    4, RSS =     709962, Par. =    2361.76    6.88505
## It.    5, RSS =     709959, Par. =    2362.14    6.90076
## It.    6, RSS =     709959, Par. =    2362.06    6.89735
## It.    7, RSS =     709959, Par. =    2362.08    6.89809
write_csv(Kd_changeF_residuals, "20180209_dN_hFis1_pep13_Kd_changeF_residuals_330-335.csv")

Kd_changeF_residuals
## # A tibble: 72 x 5
## # Groups:   wavelength [6]
##    wavelength changeF  conc .fitted .resid
##         <dbl>   <dbl> <dbl>   <dbl>  <dbl>
##  1        330      0      0      0     0  
##  2        330    302.     1    324.  -21.8
##  3        330    177.     3    772. -594. 
##  4        330   1533.     7   1277.  257. 
##  5        330   1862.    10   1497.  365. 
##  6        330   2089.    70   2286. -197. 
##  7        330   2167.   100   2348. -181. 
##  8        330   2499.   300   2451.   47.3
##  9        330   2812.   700   2482.  329. 
## 10        330   2539.  1000   2490.   49.1
## # … with 62 more rows
Kd_changeF_residuals %>%
  ggplot(., aes(x = conc, y = .resid, color = factor(wavelength))) +
  geom_point() +
  geom_hline(yintercept = 0, color = "red", linetype = 2) +
  facet_wrap(~ wavelength) +
  scale_x_continuous(limits = c(0, 2000),
                     breaks = c(0, 800, 1600)) +
  scale_y_continuous(limits = c(-800, 800),
                     breaks = c(-600, 0, 600)) +
  scale_color_brewer(palette = "Dark2") +
  labs(title = "Residuals from Kd fit by nlsLM of ∆F vs. [pep13] at λ",
       color = "Wavelength (nm)",
       x = "[pep13] (µM)", y = "Residuals") +
  theme_bw() +
  theme(axis.text = element_text(size = 14, color = "black"),
        axis.title.x = element_text(size = 16),
        axis.title.y = element_text(size = 16),
        panel.grid.major = element_blank(), 
        panel.grid.minor = element_blank()
  )

ggsave("20180209_dN_hFis1_pep13_TRP_Kd_changeF_residuals_facet_330-335.png", 
       width = 28, height = 24, dpi = 300, units = "cm")

Kd_changeF_residuals %>%
  ggplot(., aes(x = conc, y = .resid, color = factor(wavelength))) +
  geom_point() +
  geom_hline(yintercept = 0, color = "red", linetype = 2) +
  scale_x_continuous(limits = c(0, 2000),
                     breaks = c(0, 500, 1000, 1500, 2000)) +
  scale_y_continuous(limits = c(-800, 800),
                     breaks = c(-800, -400, 0, 400, 800)) +
  scale_color_brewer(palette = "Dark2") +
  labs(title = "Residuals from Kd fit by nlsLM of ∆F vs. [pep13] at λ",
       color = "Wavelength (nm)",
       x = "[pep13] (µM)", y = "Residuals") +
  theme_bw() +
  theme(axis.text = element_text(size = 14, color = "black"),
        axis.title.x = element_text(size = 16),
        axis.title.y = element_text(size = 16),
        panel.grid.major = element_blank(), 
        panel.grid.minor = element_blank()
  )

ggsave("20180209_dN_hFis1_pep13_TRP_Kd_changeF_residuals_330-335.png", 
       width = 20, height = 6, dpi = 300, units = "cm")
suppressWarnings(ggsave("20180209_dN_hFis1_pep13_TRP_Kd_changeF_residuals_330-335.pdf", 
       width = 20, height = 6, dpi = 300, units = "cm"))